{
"cells": [
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|--- AT <= 16.96\n",
"| |--- TEY <= 118.41\n",
"| | |--- AT <= 10.84\n",
"| | | |--- AT <= 7.75\n",
"| | | | |--- AFDP <= 3.08\n",
"| | | | | |--- AFDP <= 2.68\n",
"| | | | | | |--- AFDP <= 2.54\n",
"| | | | | | | |--- AP <= 1021.35\n",
"| | | | | | | | |--- AP <= 1016.15\n",
"| | | | | | | | | |--- AP <= 1007.80\n",
"| | | | | | | | | | |--- AT <= 6.31\n",
"| | | | | | | | | | | |--- value: [116.50]\n",
"| | | | | | | | | | |--- AT > 6.31\n",
"| | | | | | | | | | | |--- value: [101.82]\n",
"| | | | | | | | | |--- AP > 1007.80\n",
"| | | | | | | | | | |--- AFDP <= 2.50\n",
"| | | | | | | | | | | |--- value: [95.24]\n",
"| | | | | | | | | | |--- AFDP > 2.50\n",
"| | | | | | | | | | | |--- value: [104.93]\n",
"| | | | | | | | |--- AP > 1016.15\n",
"| | | | | | | | | |--- AP <= 1018.40\n",
"| | | | | | | | | | |--- TEY <= 112.12\n",
"| | | | | | | | | | | |--- value: [111.41]\n",
"| | | | | | | | | | |--- TEY > 112.12\n",
"| | | | | | | | | | | |--- value: [102.81]\n",
"| | | | | | | | | |--- AP > 1018.40\n",
"| | | | | | | | | | |--- AFDP <= 2.52\n",
"| | | | | | | | | | | |--- value: [104.95]\n",
"| | | | | | | | | | |--- AFDP > 2.52\n",
"| | | | | | | | | | | |--- value: [86.60]\n",
"| | | | | | | |--- AP > 1021.35\n",
"| | | | | | | | |--- AT <= 4.92\n",
"| | | | | | | | | |--- value: [101.82]\n",
"| | | | | | | | |--- AT > 4.92\n",
"| | | | | | | | | |--- TEY <= 108.91\n",
"| | | | | | | | | | |--- value: [91.26]\n",
"| | | | | | | | | |--- TEY > 108.91\n",
"| | | | | | | | | | |--- value: [82.97]\n",
"| | | | | | |--- AFDP > 2.54\n",
"| | | | | | | |--- AP <= 1015.95\n",
"| | | | | | | | |--- TEY <= 110.86\n",
"| | | | | | | | | |--- TEY <= 107.49\n",
"| | | | | | | | | | |--- value: [110.08]\n",
"| | | | | | | | | |--- TEY > 107.49\n",
"| | | | | | | | | | |--- AP <= 1005.60\n",
"| | | | | | | | | | | |--- value: [103.35]\n",
"| | | | | | | | | | |--- AP > 1005.60\n",
"| | | | | | | | | | | |--- value: [81.86]\n",
"| | | | | | | | |--- TEY > 110.86\n",
"| | | | | | | | | |--- TEY <= 113.60\n",
"| | | | | | | | | | |--- AFDP <= 2.65\n",
"| | | | | | | | | | | |--- value: [109.32]\n",
"| | | | | | | | | | |--- AFDP > 2.65\n",
"| | | | | | | | | | | |--- value: [77.58]\n",
"| | | | | | | | | |--- TEY > 113.60\n",
"| | | | | | | | | | |--- value: [84.93]\n",
"| | | | | | | |--- AP > 1015.95\n",
"| | | | | | | | |--- AT <= 1.06\n",
"| | | | | | | | | |--- value: [110.48]\n",
"| | | | | | | | |--- AT > 1.06\n",
"| | | | | | | | | |--- TEY <= 117.10\n",
"| | | | | | | | | | |--- AP <= 1016.45\n",
"| | | | | | | | | | | |--- value: [113.75]\n",
"| | | | | | | | | | |--- AP > 1016.45\n",
"| | | | | | | | | | | |--- value: [96.26]\n",
"| | | | | | | | | |--- TEY > 117.10\n",
"| | | | | | | | | | |--- value: [75.21]\n",
"| | | | | |--- AFDP > 2.68\n",
"| | | | | | |--- AP <= 1004.50\n",
"| | | | | | | |--- AT <= 5.40\n",
"| | | | | | | | |--- value: [63.86]\n",
"| | | | | | | |--- AT > 5.40\n",
"| | | | | | | | |--- value: [67.52]\n",
"| | | | | | |--- AP > 1004.50\n",
"| | | | | | | |--- AT <= 4.60\n",
"| | | | | | | | |--- AT <= 4.49\n",
"| | | | | | | | | |--- AT <= 1.30\n",
"| | | | | | | | | | |--- value: [104.05]\n",
"| | | | | | | | | |--- AT > 1.30\n",
"| | | | | | | | | | |--- AFDP <= 2.93\n",
"| | | | | | | | | | | |--- value: [88.43]\n",
"| | | | | | | | | | |--- AFDP > 2.93\n",
"| | | | | | | | | | | |--- value: [102.14]\n",
"| | | | | | | | |--- AT > 4.49\n",
"| | | | | | | | | |--- value: [117.36]\n",
"| | | | | | | |--- AT > 4.60\n",
"| | | | | | | | |--- TEY <= 108.23\n",
"| | | | | | | | | |--- value: [93.73]\n",
"| | | | | | | | |--- TEY > 108.23\n",
"| | | | | | | | | |--- AP <= 1012.30\n",
"| | | | | | | | | | |--- value: [100.48]\n",
"| | | | | | | | | |--- AP > 1012.30\n",
"| | | | | | | | | | |--- AT <= 5.27\n",
"| | | | | | | | | | | |--- value: [83.67]\n",
"| | | | | | | | | | |--- AT > 5.27\n",
"| | | | | | | | | | | |--- value: [74.09]\n",
"| | | | |--- AFDP > 3.08\n",
"| | | | | |--- AT <= 6.44\n",
"| | | | | | |--- AP <= 1027.60\n",
"| | | | | | | |--- AFDP <= 3.77\n",
"| | | | | | | | |--- TEY <= 112.90\n",
"| | | | | | | | | |--- AT <= 5.83\n",
"| | | | | | | | | | |--- TEY <= 112.76\n",
"| | | | | | | | | | | |--- value: [111.23]\n",
"| | | | | | | | | | |--- TEY > 112.76\n",
"| | | | | | | | | | | |--- value: [116.38]\n",
"| | | | | | | | | |--- AT > 5.83\n",
"| | | | | | | | | | |--- value: [119.10]\n",
"| | | | | | | | |--- TEY > 112.90\n",
"| | | | | | | | | |--- TEY <= 116.24\n",
"| | | | | | | | | | |--- AP <= 1021.30\n",
"| | | | | | | | | | | |--- value: [105.35]\n",
"| | | | | | | | | | |--- AP > 1021.30\n",
"| | | | | | | | | | | |--- value: [94.21]\n",
"| | | | | | | | | |--- TEY > 116.24\n",
"| | | | | | | | | | |--- value: [118.98]\n",
"| | | | | | | |--- AFDP > 3.77\n",
"| | | | | | | | |--- AP <= 1012.30\n",
"| | | | | | | | | |--- TEY <= 113.26\n",
"| | | | | | | | | | |--- value: [93.27]\n",
"| | | | | | | | | |--- TEY > 113.26\n",
"| | | | | | | | | | |--- value: [99.21]\n",
"| | | | | | | | |--- AP > 1012.30\n",
"| | | | | | | | | |--- AP <= 1016.10\n",
"| | | | | | | | | | |--- value: [115.30]\n",
"| | | | | | | | | |--- AP > 1016.10\n",
"| | | | | | | | | | |--- AFDP <= 3.95\n",
"| | | | | | | | | | | |--- value: [101.47]\n",
"| | | | | | | | | | |--- AFDP > 3.95\n",
"| | | | | | | | | | | |--- value: [107.94]\n",
"| | | | | | |--- AP > 1027.60\n",
"| | | | | | | |--- TEY <= 117.04\n",
"| | | | | | | | |--- AT <= 5.73\n",
"| | | | | | | | | |--- value: [95.19]\n",
"| | | | | | | | |--- AT > 5.73\n",
"| | | | | | | | | |--- value: [107.38]\n",
"| | | | | | | |--- TEY > 117.04\n",
"| | | | | | | | |--- value: [66.55]\n",
"| | | | | |--- AT > 6.44\n",
"| | | | | | |--- AP <= 1022.35\n",
"| | | | | | | |--- TEY <= 107.73\n",
"| | | | | | | | |--- value: [118.93]\n",
"| | | | | | | |--- TEY > 107.73\n",
"| | | | | | | | |--- TEY <= 111.70\n",
"| | | | | | | | | |--- AP <= 1019.65\n",
"| | | | | | | | | | |--- value: [93.83]\n",
"| | | | | | | | | |--- AP > 1019.65\n",
"| | | | | | | | | | |--- value: [106.34]\n",
"| | | | | | | | |--- TEY > 111.70\n",
"| | | | | | | | | |--- AP <= 1014.20\n",
"| | | | | | | | | | |--- value: [85.09]\n",
"| | | | | | | | | |--- AP > 1014.20\n",
"| | | | | | | | | | |--- AFDP <= 3.36\n",
"| | | | | | | | | | | |--- value: [85.38]\n",
"| | | | | | | | | | |--- AFDP > 3.36\n",
"| | | | | | | | | | | |--- value: [94.56]\n",
"| | | | | | |--- AP > 1022.35\n",
"| | | | | | | |--- TEY <= 111.43\n",
"| | | | | | | | |--- value: [113.48]\n",
"| | | | | | | |--- TEY > 111.43\n",
"| | | | | | | | |--- AFDP <= 4.16\n",
"| | | | | | | | | |--- value: [102.59]\n",
"| | | | | | | | |--- AFDP > 4.16\n",
"| | | | | | | | | |--- value: [94.57]\n",
"| | | |--- AT > 7.75\n",
"| | | | |--- TEY <= 105.73\n",
"| | | | | |--- AP <= 1019.95\n",
"| | | | | | |--- AFDP <= 3.30\n",
"| | | | | | | |--- AP <= 1013.40\n",
"| | | | | | | | |--- value: [93.42]\n",
"| | | | | | | |--- AP > 1013.40\n",
"| | | | | | | | |--- TEY <= 105.38\n",
"| | | | | | | | | |--- AP <= 1016.95\n",
"| | | | | | | | | | |--- value: [114.12]\n",
"| | | | | | | | | |--- AP > 1016.95\n",
"| | | | | | | | | | |--- value: [102.84]\n",
"| | | | | | | | |--- TEY > 105.38\n",
"| | | | | | | | | |--- value: [97.88]\n",
"| | | | | | |--- AFDP > 3.30\n",
"| | | | | | | |--- value: [118.67]\n",
"| | | | | |--- AP > 1019.95\n",
"| | | | | | |--- AT <= 9.77\n",
"| | | | | | | |--- value: [109.96]\n",
"| | | | | | |--- AT > 9.77\n",
"| | | | | | | |--- value: [115.86]\n",
"| | | | |--- TEY > 105.73\n",
"| | | | | |--- TEY <= 112.78\n",
"| | | | | | |--- AFDP <= 3.07\n",
"| | | | | | | |--- AP <= 1018.15\n",
"| | | | | | | | |--- AFDP <= 2.61\n",
"| | | | | | | | | |--- TEY <= 108.98\n",
"| | | | | | | | | | |--- AP <= 1002.90\n",
"| | | | | | | | | | | |--- value: [106.09]\n",
"| | | | | | | | | | |--- AP > 1002.90\n",
"| | | | | | | | | | | |--- value: [81.07]\n",
"| | | | | | | | | |--- TEY > 108.98\n",
"| | | | | | | | | | |--- AP <= 1010.85\n",
"| | | | | | | | | | | |--- value: [92.21]\n",
"| | | | | | | | | | |--- AP > 1010.85\n",
"| | | | | | | | | | | |--- value: [102.29]\n",
"| | | | | | | | |--- AFDP > 2.61\n",
"| | | | | | | | | |--- AP <= 1017.80\n",
"| | | | | | | | | | |--- AFDP <= 2.84\n",
"| | | | | | | | | | | |--- value: [84.57]\n",
"| | | | | | | | | | |--- AFDP > 2.84\n",
"| | | | | | | | | | | |--- value: [73.18]\n",
"| | | | | | | | | |--- AP > 1017.80\n",
"| | | | | | | | | | |--- value: [105.75]\n",
"| | | | | | | |--- AP > 1018.15\n",
"| | | | | | | | |--- AFDP <= 2.42\n",
"| | | | | | | | | |--- AFDP <= 2.36\n",
"| | | | | | | | | | |--- AT <= 9.58\n",
"| | | | | | | | | | | |--- value: [84.76]\n",
"| | | | | | | | | | |--- AT > 9.58\n",
"| | | | | | | | | | | |--- value: [76.38]\n",
"| | | | | | | | | |--- AFDP > 2.36\n",
"| | | | | | | | | | |--- AP <= 1023.00\n",
"| | | | | | | | | | | |--- value: [102.46]\n",
"| | | | | | | | | | |--- AP > 1023.00\n",
"| | | | | | | | | | | |--- value: [88.92]\n",
"| | | | | | | | |--- AFDP > 2.42\n",
"| | | | | | | | | |--- TEY <= 107.95\n",
"| | | | | | | | | | |--- AT <= 10.63\n",
"| | | | | | | | | | | |--- value: [90.13]\n",
"| | | | | | | | | | |--- AT > 10.63\n",
"| | | | | | | | | | | |--- value: [70.08]\n",
"| | | | | | | | | |--- TEY > 107.95\n",
"| | | | | | | | | | |--- TEY <= 110.24\n",
"| | | | | | | | | | | |--- value: [76.33]\n",
"| | | | | | | | | | |--- TEY > 110.24\n",
"| | | | | | | | | | | |--- value: [85.83]\n",
"| | | | | | |--- AFDP > 3.07\n",
"| | | | | | | |--- AP <= 1016.95\n",
"| | | | | | | | |--- AP <= 1006.85\n",
"| | | | | | | | | |--- AFDP <= 4.64\n",
"| | | | | | | | | | |--- AFDP <= 3.86\n",
"| | | | | | | | | | | |--- value: [78.84]\n",
"| | | | | | | | | | |--- AFDP > 3.86\n",
"| | | | | | | | | | | |--- value: [76.30]\n",
"| | | | | | | | | |--- AFDP > 4.64\n",
"| | | | | | | | | | |--- value: [83.41]\n",
"| | | | | | | | |--- AP > 1006.85\n",
"| | | | | | | | | |--- AT <= 9.63\n",
"| | | | | | | | | | |--- TEY <= 111.17\n",
"| | | | | | | | | | | |--- value: [99.12]\n",
"| | | | | | | | | | |--- TEY > 111.17\n",
"| | | | | | | | | | | |--- value: [88.95]\n",
"| | | | | | | | | |--- AT > 9.63\n",
"| | | | | | | | | | |--- TEY <= 110.70\n",
"| | | | | | | | | | | |--- value: [87.83]\n",
"| | | | | | | | | | |--- TEY > 110.70\n",
"| | | | | | | | | | | |--- value: [83.35]\n",
"| | | | | | | |--- AP > 1016.95\n",
"| | | | | | | | |--- AP <= 1021.95\n",
"| | | | | | | | | |--- TEY <= 108.09\n",
"| | | | | | | | | | |--- value: [117.91]\n",
"| | | | | | | | | |--- TEY > 108.09\n",
"| | | | | | | | | | |--- TEY <= 109.14\n",
"| | | | | | | | | | | |--- value: [70.19]\n",
"| | | | | | | | | | |--- TEY > 109.14\n",
"| | | | | | | | | | | |--- value: [92.00]\n",
"| | | | | | | | |--- AP > 1021.95\n",
"| | | | | | | | | |--- AFDP <= 3.91\n",
"| | | | | | | | | | |--- AT <= 8.45\n",
"| | | | | | | | | | | |--- value: [113.01]\n",
"| | | | | | | | | | |--- AT > 8.45\n",
"| | | | | | | | | | | |--- value: [102.39]\n",
"| | | | | | | | | |--- AFDP > 3.91\n",
"| | | | | | | | | | |--- TEY <= 110.47\n",
"| | | | | | | | | | | |--- value: [104.77]\n",
"| | | | | | | | | | |--- TEY > 110.47\n",
"| | | | | | | | | | | |--- value: [96.25]\n",
"| | | | | |--- TEY > 112.78\n",
"| | | | | | |--- AT <= 8.93\n",
"| | | | | | | |--- AT <= 8.78\n",
"| | | | | | | | |--- TEY <= 115.89\n",
"| | | | | | | | | |--- AT <= 8.25\n",
"| | | | | | | | | | |--- value: [95.92]\n",
"| | | | | | | | | |--- AT > 8.25\n",
"| | | | | | | | | | |--- value: [84.39]\n",
"| | | | | | | | |--- TEY > 115.89\n",
"| | | | | | | | | |--- value: [77.00]\n",
"| | | | | | | |--- AT > 8.78\n",
"| | | | | | | | |--- value: [105.73]\n",
"| | | | | | |--- AT > 8.93\n",
"| | | | | | | |--- AFDP <= 3.15\n",
"| | | | | | | | |--- AFDP <= 2.77\n",
"| | | | | | | | | |--- AFDP <= 2.51\n",
"| | | | | | | | | | |--- value: [102.46]\n",
"| | | | | | | | | |--- AFDP > 2.51\n",
"| | | | | | | | | | |--- AFDP <= 2.73\n",
"| | | | | | | | | | | |--- value: [73.86]\n",
"| | | | | | | | | | |--- AFDP > 2.73\n",
"| | | | | | | | | | | |--- value: [90.82]\n",
"| | | | | | | | |--- AFDP > 2.77\n",
"| | | | | | | | | |--- TEY <= 118.38\n",
"| | | | | | | | | | |--- AFDP <= 2.98\n",
"| | | | | | | | | | | |--- value: [67.53]\n",
"| | | | | | | | | | |--- AFDP > 2.98\n",
"| | | | | | | | | | | |--- value: [60.71]\n",
"| | | | | | | | | |--- TEY > 118.38\n",
"| | | | | | | | | | |--- value: [88.30]\n",
"| | | | | | | |--- AFDP > 3.15\n",
"| | | | | | | | |--- AFDP <= 4.12\n",
"| | | | | | | | | |--- AT <= 10.03\n",
"| | | | | | | | | | |--- value: [88.63]\n",
"| | | | | | | | | |--- AT > 10.03\n",
"| | | | | | | | | | |--- AFDP <= 3.38\n",
"| | | | | | | | | | | |--- value: [84.52]\n",
"| | | | | | | | | | |--- AFDP > 3.38\n",
"| | | | | | | | | | | |--- value: [79.85]\n",
"| | | | | | | | |--- AFDP > 4.12\n",
"| | | | | | | | | |--- value: [89.90]\n",
"| | |--- AT > 10.84\n",
"| | | |--- TEY <= 105.88\n",
"| | | | |--- AFDP <= 3.11\n",
"| | | | | |--- AP <= 1017.55\n",
"| | | | | | |--- AP <= 1009.20\n",
"| | | | | | | |--- AT <= 13.34\n",
"| | | | | | | | |--- AP <= 1002.55\n",
"| | | | | | | | | |--- value: [98.43]\n",
"| | | | | | | | |--- AP > 1002.55\n",
"| | | | | | | | | |--- value: [81.87]\n",
"| | | | | | | |--- AT > 13.34\n",
"| | | | | | | | |--- AFDP <= 2.86\n",
"| | | | | | | | | |--- AP <= 1005.75\n",
"| | | | | | | | | | |--- value: [61.43]\n",
"| | | | | | | | | |--- AP > 1005.75\n",
"| | | | | | | | | | |--- value: [71.73]\n",
"| | | | | | | | |--- AFDP > 2.86\n",
"| | | | | | | | | |--- value: [83.57]\n",
"| | | | | | |--- AP > 1009.20\n",
"| | | | | | | |--- AP <= 1009.50\n",
"| | | | | | | | |--- value: [101.12]\n",
"| | | | | | | |--- AP > 1009.50\n",
"| | | | | | | | |--- AFDP <= 2.22\n",
"| | | | | | | | | |--- value: [100.76]\n",
"| | | | | | | | |--- AFDP > 2.22\n",
"| | | | | | | | | |--- AT <= 13.87\n",
"| | | | | | | | | | |--- TEY <= 103.74\n",
"| | | | | | | | | | | |--- value: [90.18]\n",
"| | | | | | | | | | |--- TEY > 103.74\n",
"| | | | | | | | | | | |--- value: [82.40]\n",
"| | | | | | | | | |--- AT > 13.87\n",
"| | | | | | | | | | |--- AFDP <= 2.69\n",
"| | | | | | | | | | | |--- value: [78.34]\n",
"| | | | | | | | | | |--- AFDP > 2.69\n",
"| | | | | | | | | | | |--- value: [90.40]\n",
"| | | | | |--- AP > 1017.55\n",
"| | | | | | |--- AT <= 13.47\n",
"| | | | | | | |--- TEY <= 102.05\n",
"| | | | | | | | |--- AFDP <= 2.75\n",
"| | | | | | | | | |--- value: [108.23]\n",
"| | | | | | | | |--- AFDP > 2.75\n",
"| | | | | | | | | |--- value: [95.85]\n",
"| | | | | | | |--- TEY > 102.05\n",
"| | | | | | | | |--- AT <= 13.20\n",
"| | | | | | | | | |--- AP <= 1019.40\n",
"| | | | | | | | | | |--- value: [87.59]\n",
"| | | | | | | | | |--- AP > 1019.40\n",
"| | | | | | | | | | |--- value: [98.62]\n",
"| | | | | | | | |--- AT > 13.20\n",
"| | | | | | | | | |--- value: [82.74]\n",
"| | | | | | |--- AT > 13.47\n",
"| | | | | | | |--- AP <= 1020.15\n",
"| | | | | | | | |--- AFDP <= 2.93\n",
"| | | | | | | | | |--- value: [99.99]\n",
"| | | | | | | | |--- AFDP > 2.93\n",
"| | | | | | | | | |--- value: [89.11]\n",
"| | | | | | | |--- AP > 1020.15\n",
"| | | | | | | | |--- AT <= 15.01\n",
"| | | | | | | | | |--- TEY <= 103.48\n",
"| | | | | | | | | | |--- AP <= 1032.75\n",
"| | | | | | | | | | | |--- value: [92.47]\n",
"| | | | | | | | | | |--- AP > 1032.75\n",
"| | | | | | | | | | | |--- value: [101.08]\n",
"| | | | | | | | | |--- TEY > 103.48\n",
"| | | | | | | | | | |--- value: [82.62]\n",
"| | | | | | | | |--- AT > 15.01\n",
"| | | | | | | | | |--- TEY <= 101.69\n",
"| | | | | | | | | | |--- value: [85.48]\n",
"| | | | | | | | | |--- TEY > 101.69\n",
"| | | | | | | | | | |--- value: [75.12]\n",
"| | | | |--- AFDP > 3.11\n",
"| | | | | |--- AFDP <= 3.43\n",
"| | | | | | |--- AT <= 15.98\n",
"| | | | | | | |--- TEY <= 105.48\n",
"| | | | | | | | |--- AT <= 15.18\n",
"| | | | | | | | | |--- TEY <= 104.08\n",
"| | | | | | | | | | |--- value: [115.82]\n",
"| | | | | | | | | |--- TEY > 104.08\n",
"| | | | | | | | | | |--- value: [112.59]\n",
"| | | | | | | | |--- AT > 15.18\n",
"| | | | | | | | | |--- value: [110.68]\n",
"| | | | | | | |--- TEY > 105.48\n",
"| | | | | | | | |--- value: [106.51]\n",
"| | | | | | |--- AT > 15.98\n",
"| | | | | | | |--- value: [90.33]\n",
"| | | | | |--- AFDP > 3.43\n",
"| | | | | | |--- AP <= 1019.55\n",
"| | | | | | | |--- AT <= 13.67\n",
"| | | | | | | | |--- value: [110.43]\n",
"| | | | | | | |--- AT > 13.67\n",
"| | | | | | | | |--- TEY <= 104.15\n",
"| | | | | | | | | |--- AP <= 1010.65\n",
"| | | | | | | | | | |--- AP <= 997.11\n",
"| | | | | | | | | | | |--- value: [84.74]\n",
"| | | | | | | | | | |--- AP > 997.11\n",
"| | | | | | | | | | | |--- value: [90.72]\n",
"| | | | | | | | | |--- AP > 1010.65\n",
"| | | | | | | | | | |--- TEY <= 103.57\n",
"| | | | | | | | | | | |--- value: [94.56]\n",
"| | | | | | | | | | |--- TEY > 103.57\n",
"| | | | | | | | | | | |--- value: [109.03]\n",
"| | | | | | | | |--- TEY > 104.15\n",
"| | | | | | | | | |--- value: [82.91]\n",
"| | | | | | |--- AP > 1019.55\n",
"| | | | | | | |--- value: [75.20]\n",
"| | | |--- TEY > 105.88\n",
"| | | | |--- AT <= 14.18\n",
"| | | | | |--- AT <= 12.96\n",
"| | | | | | |--- AFDP <= 3.28\n",
"| | | | | | | |--- AFDP <= 2.70\n",
"| | | | | | | | |--- AP <= 1018.95\n",
"| | | | | | | | | |--- AFDP <= 2.32\n",
"| | | | | | | | | | |--- value: [69.84]\n",
"| | | | | | | | | |--- AFDP > 2.32\n",
"| | | | | | | | | | |--- TEY <= 110.10\n",
"| | | | | | | | | | | |--- value: [83.07]\n",
"| | | | | | | | | | |--- TEY > 110.10\n",
"| | | | | | | | | | | |--- value: [77.31]\n",
"| | | | | | | | |--- AP > 1018.95\n",
"| | | | | | | | | |--- AFDP <= 2.48\n",
"| | | | | | | | | | |--- TEY <= 109.51\n",
"| | | | | | | | | | | |--- value: [89.91]\n",
"| | | | | | | | | | |--- TEY > 109.51\n",
"| | | | | | | | | | | |--- value: [76.33]\n",
"| | | | | | | | | |--- AFDP > 2.48\n",
"| | | | | | | | | | |--- AT <= 12.73\n",
"| | | | | | | | | | | |--- value: [65.96]\n",
"| | | | | | | | | | |--- AT > 12.73\n",
"| | | | | | | | | | | |--- value: [93.79]\n",
"| | | | | | | |--- AFDP > 2.70\n",
"| | | | | | | | |--- TEY <= 113.97\n",
"| | | | | | | | | |--- AFDP <= 2.92\n",
"| | | | | | | | | | |--- AT <= 10.98\n",
"| | | | | | | | | | | |--- value: [79.12]\n",
"| | | | | | | | | | |--- AT > 10.98\n",
"| | | | | | | | | | | |--- value: [65.69]\n",
"| | | | | | | | | |--- AFDP > 2.92\n",
"| | | | | | | | | | |--- TEY <= 110.45\n",
"| | | | | | | | | | | |--- value: [70.49]\n",
"| | | | | | | | | | |--- TEY > 110.45\n",
"| | | | | | | | | | | |--- value: [75.04]\n",
"| | | | | | | | |--- TEY > 113.97\n",
"| | | | | | | | | |--- AFDP <= 2.73\n",
"| | | | | | | | | | |--- value: [105.47]\n",
"| | | | | | | | | |--- AFDP > 2.73\n",
"| | | | | | | | | | |--- TEY <= 116.98\n",
"| | | | | | | | | | | |--- value: [71.56]\n",
"| | | | | | | | | | |--- TEY > 116.98\n",
"| | | | | | | | | | | |--- value: [81.42]\n",
"| | | | | | |--- AFDP > 3.28\n",
"| | | | | | | |--- TEY <= 108.95\n",
"| | | | | | | | |--- AT <= 11.19\n",
"| | | | | | | | | |--- value: [106.11]\n",
"| | | | | | | | |--- AT > 11.19\n",
"| | | | | | | | | |--- value: [91.55]\n",
"| | | | | | | |--- TEY > 108.95\n",
"| | | | | | | | |--- AP <= 1015.95\n",
"| | | | | | | | | |--- AP <= 998.83\n",
"| | | | | | | | | | |--- value: [71.78]\n",
"| | | | | | | | | |--- AP > 998.83\n",
"| | | | | | | | | | |--- TEY <= 111.57\n",
"| | | | | | | | | | | |--- value: [79.59]\n",
"| | | | | | | | | | |--- TEY > 111.57\n",
"| | | | | | | | | | | |--- value: [77.50]\n",
"| | | | | | | | |--- AP > 1015.95\n",
"| | | | | | | | | |--- AT <= 10.95\n",
"| | | | | | | | | | |--- value: [98.80]\n",
"| | | | | | | | | |--- AT > 10.95\n",
"| | | | | | | | | | |--- TEY <= 110.22\n",
"| | | | | | | | | | | |--- value: [86.01]\n",
"| | | | | | | | | | |--- TEY > 110.22\n",
"| | | | | | | | | | | |--- value: [81.44]\n",
"| | | | | |--- AT > 12.96\n",
"| | | | | | |--- AFDP <= 3.18\n",
"| | | | | | | |--- AFDP <= 2.64\n",
"| | | | | | | | |--- TEY <= 109.60\n",
"| | | | | | | | | |--- AFDP <= 2.55\n",
"| | | | | | | | | | |--- TEY <= 108.28\n",
"| | | | | | | | | | | |--- value: [70.68]\n",
"| | | | | | | | | | |--- TEY > 108.28\n",
"| | | | | | | | | | | |--- value: [77.74]\n",
"| | | | | | | | | |--- AFDP > 2.55\n",
"| | | | | | | | | | |--- AFDP <= 2.58\n",
"| | | | | | | | | | | |--- value: [89.65]\n",
"| | | | | | | | | | |--- AFDP > 2.58\n",
"| | | | | | | | | | | |--- value: [78.43]\n",
"| | | | | | | | |--- TEY > 109.60\n",
"| | | | | | | | | |--- AP <= 1017.30\n",
"| | | | | | | | | | |--- AP <= 1013.65\n",
"| | | | | | | | | | | |--- value: [71.38]\n",
"| | | | | | | | | | |--- AP > 1013.65\n",
"| | | | | | | | | | | |--- value: [82.73]\n",
"| | | | | | | | | |--- AP > 1017.30\n",
"| | | | | | | | | | |--- value: [65.74]\n",
"| | | | | | | |--- AFDP > 2.64\n",
"| | | | | | | | |--- AP <= 1006.05\n",
"| | | | | | | | | |--- TEY <= 113.60\n",
"| | | | | | | | | | |--- AP <= 995.91\n",
"| | | | | | | | | | | |--- value: [76.11]\n",
"| | | | | | | | | | |--- AP > 995.91\n",
"| | | | | | | | | | | |--- value: [61.96]\n",
"| | | | | | | | | |--- TEY > 113.60\n",
"| | | | | | | | | | |--- value: [71.80]\n",
"| | | | | | | | |--- AP > 1006.05\n",
"| | | | | | | | | |--- TEY <= 107.85\n",
"| | | | | | | | | | |--- value: [80.35]\n",
"| | | | | | | | | |--- TEY > 107.85\n",
"| | | | | | | | | | |--- AP <= 1018.25\n",
"| | | | | | | | | | | |--- value: [69.96]\n",
"| | | | | | | | | | |--- AP > 1018.25\n",
"| | | | | | | | | | | |--- value: [62.14]\n",
"| | | | | | |--- AFDP > 3.18\n",
"| | | | | | | |--- TEY <= 109.59\n",
"| | | | | | | | |--- TEY <= 109.20\n",
"| | | | | | | | | |--- TEY <= 108.95\n",
"| | | | | | | | | | |--- value: [83.19]\n",
"| | | | | | | | | |--- TEY > 108.95\n",
"| | | | | | | | | | |--- value: [89.42]\n",
"| | | | | | | | |--- TEY > 109.20\n",
"| | | | | | | | | |--- value: [80.12]\n",
"| | | | | | | |--- TEY > 109.59\n",
"| | | | | | | | |--- TEY <= 116.28\n",
"| | | | | | | | | |--- AT <= 13.01\n",
"| | | | | | | | | | |--- value: [89.60]\n",
"| | | | | | | | | |--- AT > 13.01\n",
"| | | | | | | | | | |--- AFDP <= 3.74\n",
"| | | | | | | | | | | |--- value: [74.23]\n",
"| | | | | | | | | | |--- AFDP > 3.74\n",
"| | | | | | | | | | | |--- value: [77.24]\n",
"| | | | | | | | |--- TEY > 116.28\n",
"| | | | | | | | | |--- value: [67.63]\n",
"| | | | |--- AT > 14.18\n",
"| | | | | |--- AFDP <= 3.23\n",
"| | | | | | |--- AFDP <= 2.64\n",
"| | | | | | | |--- AFDP <= 2.39\n",
"| | | | | | | | |--- AP <= 1018.60\n",
"| | | | | | | | | |--- AP <= 1014.50\n",
"| | | | | | | | | | |--- AFDP <= 2.38\n",
"| | | | | | | | | | | |--- value: [66.21]\n",
"| | | | | | | | | | |--- AFDP > 2.38\n",
"| | | | | | | | | | | |--- value: [63.90]\n",
"| | | | | | | | | |--- AP > 1014.50\n",
"| | | | | | | | | | |--- AP <= 1016.45\n",
"| | | | | | | | | | | |--- value: [49.67]\n",
"| | | | | | | | | | |--- AP > 1016.45\n",
"| | | | | | | | | | | |--- value: [60.76]\n",
"| | | | | | | | |--- AP > 1018.60\n",
"| | | | | | | | | |--- value: [68.77]\n",
"| | | | | | | |--- AFDP > 2.39\n",
"| | | | | | | | |--- AT <= 15.87\n",
"| | | | | | | | | |--- AP <= 996.88\n",
"| | | | | | | | | | |--- value: [65.04]\n",
"| | | | | | | | | |--- AP > 996.88\n",
"| | | | | | | | | | |--- TEY <= 112.73\n",
"| | | | | | | | | | | |--- value: [72.67]\n",
"| | | | | | | | | | |--- TEY > 112.73\n",
"| | | | | | | | | | | |--- value: [66.50]\n",
"| | | | | | | | |--- AT > 15.87\n",
"| | | | | | | | | |--- AT <= 15.90\n",
"| | | | | | | | | | |--- value: [59.35]\n",
"| | | | | | | | | |--- AT > 15.90\n",
"| | | | | | | | | | |--- TEY <= 108.41\n",
"| | | | | | | | | | | |--- value: [71.61]\n",
"| | | | | | | | | | |--- TEY > 108.41\n",
"| | | | | | | | | | | |--- value: [67.20]\n",
"| | | | | | |--- AFDP > 2.64\n",
"| | | | | | | |--- TEY <= 106.60\n",
"| | | | | | | | |--- value: [81.33]\n",
"| | | | | | | |--- TEY > 106.60\n",
"| | | | | | | | |--- AT <= 15.21\n",
"| | | | | | | | | |--- AP <= 1008.70\n",
"| | | | | | | | | | |--- TEY <= 115.11\n",
"| | | | | | | | | | | |--- value: [67.82]\n",
"| | | | | | | | | | |--- TEY > 115.11\n",
"| | | | | | | | | | | |--- value: [78.80]\n",
"| | | | | | | | | |--- AP > 1008.70\n",
"| | | | | | | | | | |--- TEY <= 116.00\n",
"| | | | | | | | | | | |--- value: [65.32]\n",
"| | | | | | | | | | |--- TEY > 116.00\n",
"| | | | | | | | | | | |--- value: [57.75]\n",
"| | | | | | | | |--- AT > 15.21\n",
"| | | | | | | | | |--- AP <= 1016.65\n",
"| | | | | | | | | | |--- TEY <= 107.65\n",
"| | | | | | | | | | | |--- value: [70.40]\n",
"| | | | | | | | | | |--- TEY > 107.65\n",
"| | | | | | | | | | | |--- value: [62.59]\n",
"| | | | | | | | | |--- AP > 1016.65\n",
"| | | | | | | | | | |--- AFDP <= 3.19\n",
"| | | | | | | | | | | |--- value: [58.14]\n",
"| | | | | | | | | | |--- AFDP > 3.19\n",
"| | | | | | | | | | | |--- value: [67.06]\n",
"| | | | | |--- AFDP > 3.23\n",
"| | | | | | |--- AT <= 15.63\n",
"| | | | | | | |--- TEY <= 107.68\n",
"| | | | | | | | |--- value: [103.03]\n",
"| | | | | | | |--- TEY > 107.68\n",
"| | | | | | | | |--- TEY <= 117.35\n",
"| | | | | | | | | |--- AT <= 14.72\n",
"| | | | | | | | | | |--- AP <= 1017.65\n",
"| | | | | | | | | | | |--- value: [73.60]\n",
"| | | | | | | | | | |--- AP > 1017.65\n",
"| | | | | | | | | | | |--- value: [80.13]\n",
"| | | | | | | | | |--- AT > 14.72\n",
"| | | | | | | | | | |--- AT <= 15.25\n",
"| | | | | | | | | | | |--- value: [70.94]\n",
"| | | | | | | | | | |--- AT > 15.25\n",
"| | | | | | | | | | | |--- value: [73.15]\n",
"| | | | | | | | |--- TEY > 117.35\n",
"| | | | | | | | | |--- value: [52.41]\n",
"| | | | | | |--- AT > 15.63\n",
"| | | | | | | |--- AFDP <= 3.84\n",
"| | | | | | | | |--- AP <= 1005.95\n",
"| | | | | | | | | |--- value: [73.55]\n",
"| | | | | | | | |--- AP > 1005.95\n",
"| | | | | | | | | |--- TEY <= 107.88\n",
"| | | | | | | | | | |--- value: [74.58]\n",
"| | | | | | | | | |--- TEY > 107.88\n",
"| | | | | | | | | | |--- TEY <= 117.35\n",
"| | | | | | | | | | | |--- value: [65.74]\n",
"| | | | | | | | | | |--- TEY > 117.35\n",
"| | | | | | | | | | | |--- value: [55.09]\n",
"| | | | | | | |--- AFDP > 3.84\n",
"| | | | | | | | |--- AFDP <= 5.65\n",
"| | | | | | | | | |--- TEY <= 117.60\n",
"| | | | | | | | | | |--- AFDP <= 4.22\n",
"| | | | | | | | | | | |--- value: [72.10]\n",
"| | | | | | | | | | |--- AFDP > 4.22\n",
"| | | | | | | | | | | |--- value: [68.87]\n",
"| | | | | | | | | |--- TEY > 117.60\n",
"| | | | | | | | | | |--- value: [59.55]\n",
"| | | | | | | | |--- AFDP > 5.65\n",
"| | | | | | | | | |--- value: [62.25]\n",
"| |--- TEY > 118.41\n",
"| | |--- TEY <= 154.69\n",
"| | | |--- AT <= 10.44\n",
"| | | | |--- AFDP <= 3.69\n",
"| | | | | |--- AFDP <= 3.08\n",
"| | | | | | |--- AT <= 7.32\n",
"| | | | | | | |--- AT <= 4.48\n",
"| | | | | | | | |--- AFDP <= 2.54\n",
"| | | | | | | | | |--- value: [110.48]\n",
"| | | | | | | | |--- AFDP > 2.54\n",
"| | | | | | | | | |--- AFDP <= 3.03\n",
"| | | | | | | | | | |--- AFDP <= 2.64\n",
"| | | | | | | | | | | |--- value: [74.85]\n",
"| | | | | | | | | | |--- AFDP > 2.64\n",
"| | | | | | | | | | | |--- value: [85.30]\n",
"| | | | | | | | | |--- AFDP > 3.03\n",
"| | | | | | | | | | |--- AP <= 1026.20\n",
"| | | | | | | | | | | |--- value: [80.67]\n",
"| | | | | | | | | | |--- AP > 1026.20\n",
"| | | | | | | | | | | |--- value: [67.38]\n",
"| | | | | | | |--- AT > 4.48\n",
"| | | | | | | | |--- AFDP <= 2.65\n",
"| | | | | | | | | |--- AP <= 1000.77\n",
"| | | | | | | | | | |--- value: [99.39]\n",
"| | | | | | | | | |--- AP > 1000.77\n",
"| | | | | | | | | | |--- TEY <= 119.08\n",
"| | | | | | | | | | | |--- value: [86.01]\n",
"| | | | | | | | | | |--- TEY > 119.08\n",
"| | | | | | | | | | | |--- value: [74.37]\n",
"| | | | | | | | |--- AFDP > 2.65\n",
"| | | | | | | | | |--- AP <= 1004.20\n",
"| | | | | | | | | | |--- TEY <= 123.30\n",
"| | | | | | | | | | | |--- value: [62.85]\n",
"| | | | | | | | | | |--- TEY > 123.30\n",
"| | | | | | | | | | | |--- value: [75.38]\n",
"| | | | | | | | | |--- AP > 1004.20\n",
"| | | | | | | | | | |--- AP <= 1030.30\n",
"| | | | | | | | | | | |--- value: [81.32]\n",
"| | | | | | | | | | |--- AP > 1030.30\n",
"| | | | | | | | | | | |--- value: [68.08]\n",
"| | | | | | |--- AT > 7.32\n",
"| | | | | | | |--- TEY <= 124.25\n",
"| | | | | | | | |--- AFDP <= 2.98\n",
"| | | | | | | | | |--- AFDP <= 2.68\n",
"| | | | | | | | | | |--- AP <= 1025.90\n",
"| | | | | | | | | | | |--- value: [72.29]\n",
"| | | | | | | | | | |--- AP > 1025.90\n",
"| | | | | | | | | | | |--- value: [90.44]\n",
"| | | | | | | | | |--- AFDP > 2.68\n",
"| | | | | | | | | | |--- AT <= 8.48\n",
"| | | | | | | | | | | |--- value: [73.50]\n",
"| | | | | | | | | | |--- AT > 8.48\n",
"| | | | | | | | | | | |--- value: [79.79]\n",
"| | | | | | | | |--- AFDP > 2.98\n",
"| | | | | | | | | |--- AT <= 9.48\n",
"| | | | | | | | | | |--- value: [69.04]\n",
"| | | | | | | | | |--- AT > 9.48\n",
"| | | | | | | | | | |--- TEY <= 121.17\n",
"| | | | | | | | | | | |--- value: [59.47]\n",
"| | | | | | | | | | |--- TEY > 121.17\n",
"| | | | | | | | | | | |--- value: [63.91]\n",
"| | | | | | | |--- TEY > 124.25\n",
"| | | | | | | | |--- AFDP <= 2.85\n",
"| | | | | | | | | |--- AP <= 1013.55\n",
"| | | | | | | | | | |--- TEY <= 126.77\n",
"| | | | | | | | | | | |--- value: [86.98]\n",
"| | | | | | | | | | |--- TEY > 126.77\n",
"| | | | | | | | | | | |--- value: [75.82]\n",
"| | | | | | | | | |--- AP > 1013.55\n",
"| | | | | | | | | | |--- TEY <= 132.26\n",
"| | | | | | | | | | | |--- value: [74.50]\n",
"| | | | | | | | | | |--- TEY > 132.26\n",
"| | | | | | | | | | | |--- value: [68.19]\n",
"| | | | | | | | |--- AFDP > 2.85\n",
"| | | | | | | | | |--- TEY <= 132.77\n",
"| | | | | | | | | | |--- AFDP <= 2.92\n",
"| | | | | | | | | | | |--- value: [83.88]\n",
"| | | | | | | | | | |--- AFDP > 2.92\n",
"| | | | | | | | | | | |--- value: [73.94]\n",
"| | | | | | | | | |--- TEY > 132.77\n",
"| | | | | | | | | | |--- AFDP <= 2.97\n",
"| | | | | | | | | | | |--- value: [76.81]\n",
"| | | | | | | | | | |--- AFDP > 2.97\n",
"| | | | | | | | | | | |--- value: [80.33]\n",
"| | | | | |--- AFDP > 3.08\n",
"| | | | | | |--- AT <= 7.40\n",
"| | | | | | | |--- AFDP <= 3.57\n",
"| | | | | | | | |--- AP <= 1022.35\n",
"| | | | | | | | | |--- AP <= 1003.85\n",
"| | | | | | | | | | |--- TEY <= 130.11\n",
"| | | | | | | | | | | |--- value: [64.78]\n",
"| | | | | | | | | | |--- TEY > 130.11\n",
"| | | | | | | | | | | |--- value: [68.16]\n",
"| | | | | | | | | |--- AP > 1003.85\n",
"| | | | | | | | | | |--- AP <= 1014.05\n",
"| | | | | | | | | | | |--- value: [76.48]\n",
"| | | | | | | | | | |--- AP > 1014.05\n",
"| | | | | | | | | | | |--- value: [71.96]\n",
"| | | | | | | | |--- AP > 1022.35\n",
"| | | | | | | | | |--- AFDP <= 3.20\n",
"| | | | | | | | | | |--- TEY <= 121.72\n",
"| | | | | | | | | | | |--- value: [61.09]\n",
"| | | | | | | | | | |--- TEY > 121.72\n",
"| | | | | | | | | | | |--- value: [74.33]\n",
"| | | | | | | | | |--- AFDP > 3.20\n",
"| | | | | | | | | | |--- TEY <= 135.92\n",
"| | | | | | | | | | | |--- value: [68.08]\n",
"| | | | | | | | | | |--- TEY > 135.92\n",
"| | | | | | | | | | | |--- value: [81.79]\n",
"| | | | | | | |--- AFDP > 3.57\n",
"| | | | | | | | |--- TEY <= 134.87\n",
"| | | | | | | | | |--- TEY <= 123.47\n",
"| | | | | | | | | | |--- value: [98.11]\n",
"| | | | | | | | | |--- TEY > 123.47\n",
"| | | | | | | | | | |--- AP <= 1027.20\n",
"| | | | | | | | | | | |--- value: [81.43]\n",
"| | | | | | | | | | |--- AP > 1027.20\n",
"| | | | | | | | | | | |--- value: [67.17]\n",
"| | | | | | | | |--- TEY > 134.87\n",
"| | | | | | | | | |--- AFDP <= 3.62\n",
"| | | | | | | | | | |--- AT <= 4.10\n",
"| | | | | | | | | | | |--- value: [79.83]\n",
"| | | | | | | | | | |--- AT > 4.10\n",
"| | | | | | | | | | | |--- value: [67.92]\n",
"| | | | | | | | | |--- AFDP > 3.62\n",
"| | | | | | | | | | |--- value: [79.00]\n",
"| | | | | | |--- AT > 7.40\n",
"| | | | | | | |--- TEY <= 121.76\n",
"| | | | | | | | |--- AP <= 1017.20\n",
"| | | | | | | | | |--- value: [65.66]\n",
"| | | | | | | | |--- AP > 1017.20\n",
"| | | | | | | | | |--- AT <= 8.85\n",
"| | | | | | | | | | |--- value: [102.08]\n",
"| | | | | | | | | |--- AT > 8.85\n",
"| | | | | | | | | | |--- value: [83.48]\n",
"| | | | | | | |--- TEY > 121.76\n",
"| | | | | | | | |--- AFDP <= 3.27\n",
"| | | | | | | | | |--- TEY <= 131.83\n",
"| | | | | | | | | | |--- AFDP <= 3.18\n",
"| | | | | | | | | | | |--- value: [69.56]\n",
"| | | | | | | | | | |--- AFDP > 3.18\n",
"| | | | | | | | | | | |--- value: [65.13]\n",
"| | | | | | | | | |--- TEY > 131.83\n",
"| | | | | | | | | | |--- AP <= 1016.85\n",
"| | | | | | | | | | | |--- value: [76.15]\n",
"| | | | | | | | | | |--- AP > 1016.85\n",
"| | | | | | | | | | | |--- value: [69.63]\n",
"| | | | | | | | |--- AFDP > 3.27\n",
"| | | | | | | | | |--- TEY <= 137.00\n",
"| | | | | | | | | | |--- AP <= 1019.55\n",
"| | | | | | | | | | | |--- value: [64.95]\n",
"| | | | | | | | | | |--- AP > 1019.55\n",
"| | | | | | | | | | | |--- value: [68.07]\n",
"| | | | | | | | | |--- TEY > 137.00\n",
"| | | | | | | | | | |--- AFDP <= 3.61\n",
"| | | | | | | | | | | |--- value: [69.71]\n",
"| | | | | | | | | | |--- AFDP > 3.61\n",
"| | | | | | | | | | | |--- value: [76.20]\n",
"| | | | |--- AFDP > 3.69\n",
"| | | | | |--- TEY <= 140.11\n",
"| | | | | | |--- TEY <= 129.48\n",
"| | | | | | | |--- AT <= 7.53\n",
"| | | | | | | | |--- TEY <= 122.45\n",
"| | | | | | | | | |--- AP <= 1022.60\n",
"| | | | | | | | | | |--- value: [97.06]\n",
"| | | | | | | | | |--- AP > 1022.60\n",
"| | | | | | | | | | |--- value: [111.10]\n",
"| | | | | | | | |--- TEY > 122.45\n",
"| | | | | | | | | |--- AP <= 1025.90\n",
"| | | | | | | | | | |--- AFDP <= 4.53\n",
"| | | | | | | | | | | |--- value: [89.33]\n",
"| | | | | | | | | | |--- AFDP > 4.53\n",
"| | | | | | | | | | | |--- value: [103.77]\n",
"| | | | | | | | | |--- AP > 1025.90\n",
"| | | | | | | | | | |--- value: [96.54]\n",
"| | | | | | | |--- AT > 7.53\n",
"| | | | | | | | |--- AT <= 8.01\n",
"| | | | | | | | | |--- value: [87.15]\n",
"| | | | | | | | |--- AT > 8.01\n",
"| | | | | | | | | |--- AP <= 1023.45\n",
"| | | | | | | | | | |--- AP <= 1016.95\n",
"| | | | | | | | | | | |--- value: [81.38]\n",
"| | | | | | | | | | |--- AP > 1016.95\n",
"| | | | | | | | | | | |--- value: [68.62]\n",
"| | | | | | | | | |--- AP > 1023.45\n",
"| | | | | | | | | | |--- AT <= 9.55\n",
"| | | | | | | | | | | |--- value: [82.28]\n",
"| | | | | | | | | | |--- AT > 9.55\n",
"| | | | | | | | | | | |--- value: [89.69]\n",
"| | | | | | |--- TEY > 129.48\n",
"| | | | | | | |--- AT <= 5.33\n",
"| | | | | | | | |--- AFDP <= 4.05\n",
"| | | | | | | | | |--- AT <= 5.08\n",
"| | | | | | | | | | |--- AT <= 2.85\n",
"| | | | | | | | | | | |--- value: [87.61]\n",
"| | | | | | | | | | |--- AT > 2.85\n",
"| | | | | | | | | | | |--- value: [84.89]\n",
"| | | | | | | | | |--- AT > 5.08\n",
"| | | | | | | | | | |--- AFDP <= 3.96\n",
"| | | | | | | | | | | |--- value: [82.55]\n",
"| | | | | | | | | | |--- AFDP > 3.96\n",
"| | | | | | | | | | | |--- value: [84.50]\n",
"| | | | | | | | |--- AFDP > 4.05\n",
"| | | | | | | | | |--- AFDP <= 4.20\n",
"| | | | | | | | | | |--- AT <= 3.26\n",
"| | | | | | | | | | | |--- value: [66.58]\n",
"| | | | | | | | | | |--- AT > 3.26\n",
"| | | | | | | | | | | |--- value: [80.43]\n",
"| | | | | | | | | |--- AFDP > 4.20\n",
"| | | | | | | | | | |--- AT <= 4.24\n",
"| | | | | | | | | | | |--- value: [87.92]\n",
"| | | | | | | | | | |--- AT > 4.24\n",
"| | | | | | | | | | | |--- value: [83.37]\n",
"| | | | | | | |--- AT > 5.33\n",
"| | | | | | | | |--- AT <= 8.19\n",
"| | | | | | | | | |--- TEY <= 133.21\n",
"| | | | | | | | | | |--- AT <= 6.99\n",
"| | | | | | | | | | | |--- value: [71.40]\n",
"| | | | | | | | | | |--- AT > 6.99\n",
"| | | | | | | | | | | |--- value: [81.36]\n",
"| | | | | | | | | |--- TEY > 133.21\n",
"| | | | | | | | | | |--- AFDP <= 4.17\n",
"| | | | | | | | | | | |--- value: [79.86]\n",
"| | | | | | | | | | |--- AFDP > 4.17\n",
"| | | | | | | | | | | |--- value: [82.19]\n",
"| | | | | | | | |--- AT > 8.19\n",
"| | | | | | | | | |--- AFDP <= 3.77\n",
"| | | | | | | | | | |--- TEY <= 133.87\n",
"| | | | | | | | | | | |--- value: [75.86]\n",
"| | | | | | | | | | |--- TEY > 133.87\n",
"| | | | | | | | | | | |--- value: [63.79]\n",
"| | | | | | | | | |--- AFDP > 3.77\n",
"| | | | | | | | | | |--- TEY <= 139.06\n",
"| | | | | | | | | | | |--- value: [78.35]\n",
"| | | | | | | | | | |--- TEY > 139.06\n",
"| | | | | | | | | | | |--- value: [86.03]\n",
"| | | | | |--- TEY > 140.11\n",
"| | | | | | |--- AP <= 1026.90\n",
"| | | | | | | |--- AFDP <= 4.40\n",
"| | | | | | | | |--- AT <= 6.49\n",
"| | | | | | | | | |--- value: [67.02]\n",
"| | | | | | | | |--- AT > 6.49\n",
"| | | | | | | | | |--- AT <= 10.05\n",
"| | | | | | | | | | |--- TEY <= 149.40\n",
"| | | | | | | | | | | |--- value: [73.44]\n",
"| | | | | | | | | | |--- TEY > 149.40\n",
"| | | | | | | | | | | |--- value: [78.35]\n",
"| | | | | | | | | |--- AT > 10.05\n",
"| | | | | | | | | | |--- value: [64.13]\n",
"| | | | | | | |--- AFDP > 4.40\n",
"| | | | | | | | |--- TEY <= 152.04\n",
"| | | | | | | | | |--- AT <= 3.15\n",
"| | | | | | | | | | |--- value: [84.82]\n",
"| | | | | | | | | |--- AT > 3.15\n",
"| | | | | | | | | | |--- AT <= 9.64\n",
"| | | | | | | | | | | |--- value: [76.41]\n",
"| | | | | | | | | | |--- AT > 9.64\n",
"| | | | | | | | | | | |--- value: [81.60]\n",
"| | | | | | | | |--- TEY > 152.04\n",
"| | | | | | | | | |--- TEY <= 153.49\n",
"| | | | | | | | | | |--- value: [68.55]\n",
"| | | | | | | | | |--- TEY > 153.49\n",
"| | | | | | | | | | |--- value: [74.38]\n",
"| | | | | | |--- AP > 1026.90\n",
"| | | | | | | |--- AFDP <= 4.66\n",
"| | | | | | | | |--- AP <= 1028.55\n",
"| | | | | | | | | |--- AP <= 1028.40\n",
"| | | | | | | | | | |--- AT <= 7.13\n",
"| | | | | | | | | | | |--- value: [65.47]\n",
"| | | | | | | | | | |--- AT > 7.13\n",
"| | | | | | | | | | | |--- value: [62.11]\n",
"| | | | | | | | | |--- AP > 1028.40\n",
"| | | | | | | | | | |--- value: [86.17]\n",
"| | | | | | | | |--- AP > 1028.55\n",
"| | | | | | | | | |--- value: [58.68]\n",
"| | | | | | | |--- AFDP > 4.66\n",
"| | | | | | | | |--- value: [74.12]\n",
"| | | |--- AT > 10.44\n",
"| | | | |--- AFDP <= 3.85\n",
"| | | | | |--- AFDP <= 3.22\n",
"| | | | | | |--- AP <= 1011.45\n",
"| | | | | | | |--- TEY <= 131.36\n",
"| | | | | | | | |--- AFDP <= 3.12\n",
"| | | | | | | | | |--- AT <= 12.44\n",
"| | | | | | | | | | |--- TEY <= 129.86\n",
"| | | | | | | | | | | |--- value: [76.05]\n",
"| | | | | | | | | | |--- TEY > 129.86\n",
"| | | | | | | | | | | |--- value: [66.60]\n",
"| | | | | | | | | |--- AT > 12.44\n",
"| | | | | | | | | | |--- AP <= 1004.65\n",
"| | | | | | | | | | | |--- value: [73.93]\n",
"| | | | | | | | | | |--- AP > 1004.65\n",
"| | | | | | | | | | | |--- value: [67.11]\n",
"| | | | | | | | |--- AFDP > 3.12\n",
"| | | | | | | | | |--- TEY <= 126.62\n",
"| | | | | | | | | | |--- AT <= 13.91\n",
"| | | | | | | | | | | |--- value: [62.36]\n",
"| | | | | | | | | | |--- AT > 13.91\n",
"| | | | | | | | | | | |--- value: [57.03]\n",
"| | | | | | | | | |--- TEY > 126.62\n",
"| | | | | | | | | | |--- AFDP <= 3.16\n",
"| | | | | | | | | | | |--- value: [72.55]\n",
"| | | | | | | | | | |--- AFDP > 3.16\n",
"| | | | | | | | | | | |--- value: [64.45]\n",
"| | | | | | | |--- TEY > 131.36\n",
"| | | | | | | | |--- AFDP <= 3.03\n",
"| | | | | | | | | |--- TEY <= 136.56\n",
"| | | | | | | | | | |--- AFDP <= 2.99\n",
"| | | | | | | | | | | |--- value: [72.66]\n",
"| | | | | | | | | | |--- AFDP > 2.99\n",
"| | | | | | | | | | | |--- value: [75.69]\n",
"| | | | | | | | | |--- TEY > 136.56\n",
"| | | | | | | | | | |--- value: [63.13]\n",
"| | | | | | | | |--- AFDP > 3.03\n",
"| | | | | | | | | |--- AT <= 12.72\n",
"| | | | | | | | | | |--- AFDP <= 3.17\n",
"| | | | | | | | | | | |--- value: [77.09]\n",
"| | | | | | | | | | |--- AFDP > 3.17\n",
"| | | | | | | | | | | |--- value: [80.49]\n",
"| | | | | | | | | |--- AT > 12.72\n",
"| | | | | | | | | | |--- AP <= 1000.65\n",
"| | | | | | | | | | | |--- value: [80.43]\n",
"| | | | | | | | | | |--- AP > 1000.65\n",
"| | | | | | | | | | | |--- value: [74.51]\n",
"| | | | | | |--- AP > 1011.45\n",
"| | | | | | | |--- AT <= 13.38\n",
"| | | | | | | | |--- TEY <= 119.15\n",
"| | | | | | | | | |--- value: [82.58]\n",
"| | | | | | | | |--- TEY > 119.15\n",
"| | | | | | | | | |--- AP <= 1015.25\n",
"| | | | | | | | | | |--- AFDP <= 2.82\n",
"| | | | | | | | | | | |--- value: [67.28]\n",
"| | | | | | | | | | |--- AFDP > 2.82\n",
"| | | | | | | | | | | |--- value: [72.06]\n",
"| | | | | | | | | |--- AP > 1015.25\n",
"| | | | | | | | | | |--- AT <= 11.39\n",
"| | | | | | | | | | | |--- value: [70.44]\n",
"| | | | | | | | | | |--- AT > 11.39\n",
"| | | | | | | | | | | |--- value: [66.62]\n",
"| | | | | | | |--- AT > 13.38\n",
"| | | | | | | | |--- AP <= 1025.55\n",
"| | | | | | | | | |--- AP <= 1015.75\n",
"| | | | | | | | | | |--- TEY <= 130.24\n",
"| | | | | | | | | | | |--- value: [63.35]\n",
"| | | | | | | | | | |--- TEY > 130.24\n",
"| | | | | | | | | | | |--- value: [69.62]\n",
"| | | | | | | | | |--- AP > 1015.75\n",
"| | | | | | | | | | |--- TEY <= 124.64\n",
"| | | | | | | | | | | |--- value: [66.23]\n",
"| | | | | | | | | | |--- TEY > 124.64\n",
"| | | | | | | | | | | |--- value: [62.08]\n",
"| | | | | | | | |--- AP > 1025.55\n",
"| | | | | | | | | |--- value: [85.70]\n",
"| | | | | |--- AFDP > 3.22\n",
"| | | | | | |--- TEY <= 132.02\n",
"| | | | | | | |--- AT <= 13.96\n",
"| | | | | | | | |--- AFDP <= 3.52\n",
"| | | | | | | | | |--- AT <= 13.94\n",
"| | | | | | | | | | |--- TEY <= 130.89\n",
"| | | | | | | | | | | |--- value: [60.93]\n",
"| | | | | | | | | | |--- TEY > 130.89\n",
"| | | | | | | | | | | |--- value: [65.31]\n",
"| | | | | | | | | |--- AT > 13.94\n",
"| | | | | | | | | | |--- value: [89.18]\n",
"| | | | | | | | |--- AFDP > 3.52\n",
"| | | | | | | | | |--- TEY <= 130.03\n",
"| | | | | | | | | | |--- AFDP <= 3.54\n",
"| | | | | | | | | | | |--- value: [107.02]\n",
"| | | | | | | | | | |--- AFDP > 3.54\n",
"| | | | | | | | | | | |--- value: [75.39]\n",
"| | | | | | | | | |--- TEY > 130.03\n",
"| | | | | | | | | | |--- value: [61.85]\n",
"| | | | | | | |--- AT > 13.96\n",
"| | | | | | | | |--- TEY <= 125.62\n",
"| | | | | | | | | |--- AFDP <= 3.47\n",
"| | | | | | | | | | |--- AP <= 1018.45\n",
"| | | | | | | | | | | |--- value: [64.51]\n",
"| | | | | | | | | | |--- AP > 1018.45\n",
"| | | | | | | | | | | |--- value: [52.99]\n",
"| | | | | | | | | |--- AFDP > 3.47\n",
"| | | | | | | | | | |--- AP <= 1016.00\n",
"| | | | | | | | | | | |--- value: [64.74]\n",
"| | | | | | | | | | |--- AP > 1016.00\n",
"| | | | | | | | | | | |--- value: [75.23]\n",
"| | | | | | | | |--- TEY > 125.62\n",
"| | | | | | | | | |--- TEY <= 130.99\n",
"| | | | | | | | | | |--- AP <= 999.11\n",
"| | | | | | | | | | | |--- value: [61.93]\n",
"| | | | | | | | | | |--- AP > 999.11\n",
"| | | | | | | | | | | |--- value: [55.06]\n",
"| | | | | | | | | |--- TEY > 130.99\n",
"| | | | | | | | | | |--- AP <= 1020.95\n",
"| | | | | | | | | | | |--- value: [58.59]\n",
"| | | | | | | | | | |--- AP > 1020.95\n",
"| | | | | | | | | | | |--- value: [65.15]\n",
"| | | | | | |--- TEY > 132.02\n",
"| | | | | | | |--- AFDP <= 3.37\n",
"| | | | | | | | |--- AP <= 1004.85\n",
"| | | | | | | | | |--- TEY <= 137.25\n",
"| | | | | | | | | | |--- AFDP <= 3.28\n",
"| | | | | | | | | | | |--- value: [75.48]\n",
"| | | | | | | | | | |--- AFDP > 3.28\n",
"| | | | | | | | | | | |--- value: [79.22]\n",
"| | | | | | | | | |--- TEY > 137.25\n",
"| | | | | | | | | | |--- value: [93.56]\n",
"| | | | | | | | |--- AP > 1004.85\n",
"| | | | | | | | | |--- AP <= 1021.50\n",
"| | | | | | | | | | |--- AP <= 1014.65\n",
"| | | | | | | | | | | |--- value: [71.38]\n",
"| | | | | | | | | | |--- AP > 1014.65\n",
"| | | | | | | | | | | |--- value: [66.72]\n",
"| | | | | | | | | |--- AP > 1021.50\n",
"| | | | | | | | | | |--- AT <= 13.72\n",
"| | | | | | | | | | | |--- value: [83.02]\n",
"| | | | | | | | | | |--- AT > 13.72\n",
"| | | | | | | | | | | |--- value: [72.73]\n",
"| | | | | | | |--- AFDP > 3.37\n",
"| | | | | | | | |--- TEY <= 138.34\n",
"| | | | | | | | | |--- AP <= 1018.85\n",
"| | | | | | | | | | |--- AFDP <= 3.53\n",
"| | | | | | | | | | | |--- value: [65.29]\n",
"| | | | | | | | | | |--- AFDP > 3.53\n",
"| | | | | | | | | | | |--- value: [62.99]\n",
"| | | | | | | | | |--- AP > 1018.85\n",
"| | | | | | | | | | |--- AFDP <= 3.77\n",
"| | | | | | | | | | | |--- value: [65.61]\n",
"| | | | | | | | | | |--- AFDP > 3.77\n",
"| | | | | | | | | | | |--- value: [77.13]\n",
"| | | | | | | | |--- TEY > 138.34\n",
"| | | | | | | | | |--- TEY <= 152.07\n",
"| | | | | | | | | | |--- TEY <= 142.98\n",
"| | | | | | | | | | | |--- value: [66.71]\n",
"| | | | | | | | | | |--- TEY > 142.98\n",
"| | | | | | | | | | | |--- value: [70.63]\n",
"| | | | | | | | | |--- TEY > 152.07\n",
"| | | | | | | | | | |--- AFDP <= 3.56\n",
"| | | | | | | | | | | |--- value: [53.57]\n",
"| | | | | | | | | | |--- AFDP > 3.56\n",
"| | | | | | | | | | | |--- value: [63.13]\n",
"| | | | |--- AFDP > 3.85\n",
"| | | | | |--- AT <= 13.81\n",
"| | | | | | |--- TEY <= 134.82\n",
"| | | | | | | |--- AT <= 11.90\n",
"| | | | | | | | |--- AFDP <= 5.03\n",
"| | | | | | | | | |--- TEY <= 120.05\n",
"| | | | | | | | | | |--- value: [90.19]\n",
"| | | | | | | | | |--- TEY > 120.05\n",
"| | | | | | | | | | |--- AP <= 1011.05\n",
"| | | | | | | | | | | |--- value: [74.74]\n",
"| | | | | | | | | | |--- AP > 1011.05\n",
"| | | | | | | | | | | |--- value: [76.71]\n",
"| | | | | | | | |--- AFDP > 5.03\n",
"| | | | | | | | | |--- value: [68.25]\n",
"| | | | | | | |--- AT > 11.90\n",
"| | | | | | | | |--- AFDP <= 4.62\n",
"| | | | | | | | | |--- TEY <= 120.48\n",
"| | | | | | | | | | |--- value: [80.42]\n",
"| | | | | | | | | |--- TEY > 120.48\n",
"| | | | | | | | | | |--- AP <= 1008.55\n",
"| | | | | | | | | | | |--- value: [70.96]\n",
"| | | | | | | | | | |--- AP > 1008.55\n",
"| | | | | | | | | | | |--- value: [73.39]\n",
"| | | | | | | | |--- AFDP > 4.62\n",
"| | | | | | | | | |--- AP <= 1010.00\n",
"| | | | | | | | | | |--- AFDP <= 5.15\n",
"| | | | | | | | | | | |--- value: [75.28]\n",
"| | | | | | | | | | |--- AFDP > 5.15\n",
"| | | | | | | | | | | |--- value: [71.43]\n",
"| | | | | | | | | |--- AP > 1010.00\n",
"| | | | | | | | | | |--- AP <= 1011.65\n",
"| | | | | | | | | | | |--- value: [86.58]\n",
"| | | | | | | | | | |--- AP > 1011.65\n",
"| | | | | | | | | | | |--- value: [77.14]\n",
"| | | | | | |--- TEY > 134.82\n",
"| | | | | | | |--- AP <= 1023.10\n",
"| | | | | | | | |--- AT <= 11.87\n",
"| | | | | | | | | |--- AT <= 11.85\n",
"| | | | | | | | | | |--- TEY <= 141.83\n",
"| | | | | | | | | | | |--- value: [76.75]\n",
"| | | | | | | | | | |--- TEY > 141.83\n",
"| | | | | | | | | | | |--- value: [72.89]\n",
"| | | | | | | | | |--- AT > 11.85\n",
"| | | | | | | | | | |--- value: [95.19]\n",
"| | | | | | | | |--- AT > 11.87\n",
"| | | | | | | | | |--- AP <= 1003.45\n",
"| | | | | | | | | | |--- value: [80.39]\n",
"| | | | | | | | | |--- AP > 1003.45\n",
"| | | | | | | | | | |--- AFDP <= 4.40\n",
"| | | | | | | | | | | |--- value: [73.02]\n",
"| | | | | | | | | | |--- AFDP > 4.40\n",
"| | | | | | | | | | | |--- value: [69.83]\n",
"| | | | | | | |--- AP > 1023.10\n",
"| | | | | | | | |--- AT <= 12.20\n",
"| | | | | | | | | |--- AT <= 11.45\n",
"| | | | | | | | | | |--- TEY <= 138.23\n",
"| | | | | | | | | | | |--- value: [65.60]\n",
"| | | | | | | | | | |--- TEY > 138.23\n",
"| | | | | | | | | | | |--- value: [72.54]\n",
"| | | | | | | | | |--- AT > 11.45\n",
"| | | | | | | | | | |--- value: [58.20]\n",
"| | | | | | | | |--- AT > 12.20\n",
"| | | | | | | | | |--- value: [74.47]\n",
"| | | | | |--- AT > 13.81\n",
"| | | | | | |--- TEY <= 131.55\n",
"| | | | | | | |--- TEY <= 128.55\n",
"| | | | | | | | |--- AFDP <= 4.20\n",
"| | | | | | | | | |--- AP <= 1001.37\n",
"| | | | | | | | | | |--- value: [81.84]\n",
"| | | | | | | | | |--- AP > 1001.37\n",
"| | | | | | | | | | |--- TEY <= 122.11\n",
"| | | | | | | | | | | |--- value: [63.53]\n",
"| | | | | | | | | | |--- TEY > 122.11\n",
"| | | | | | | | | | | |--- value: [68.47]\n",
"| | | | | | | | |--- AFDP > 4.20\n",
"| | | | | | | | | |--- AT <= 16.50\n",
"| | | | | | | | | | |--- AP <= 1014.15\n",
"| | | | | | | | | | | |--- value: [73.75]\n",
"| | | | | | | | | | |--- AP > 1014.15\n",
"| | | | | | | | | | | |--- value: [77.21]\n",
"| | | | | | | | | |--- AT > 16.50\n",
"| | | | | | | | | | |--- value: [66.38]\n",
"| | | | | | | |--- TEY > 128.55\n",
"| | | | | | | | |--- AFDP <= 4.70\n",
"| | | | | | | | | |--- AFDP <= 4.15\n",
"| | | | | | | | | | |--- value: [53.05]\n",
"| | | | | | | | | |--- AFDP > 4.15\n",
"| | | | | | | | | | |--- AFDP <= 4.33\n",
"| | | | | | | | | | | |--- value: [69.17]\n",
"| | | | | | | | | | |--- AFDP > 4.33\n",
"| | | | | | | | | | | |--- value: [58.35]\n",
"| | | | | | | | |--- AFDP > 4.70\n",
"| | | | | | | | | |--- value: [74.74]\n",
"| | | | | | |--- TEY > 131.55\n",
"| | | | | | | |--- AFDP <= 4.46\n",
"| | | | | | | | |--- AFDP <= 4.21\n",
"| | | | | | | | | |--- TEY <= 151.11\n",
"| | | | | | | | | | |--- TEY <= 143.90\n",
"| | | | | | | | | | | |--- value: [70.13]\n",
"| | | | | | | | | | |--- TEY > 143.90\n",
"| | | | | | | | | | | |--- value: [59.28]\n",
"| | | | | | | | | |--- TEY > 151.11\n",
"| | | | | | | | | | |--- AFDP <= 4.14\n",
"| | | | | | | | | | | |--- value: [74.48]\n",
"| | | | | | | | | | |--- AFDP > 4.14\n",
"| | | | | | | | | | | |--- value: [69.95]\n",
"| | | | | | | | |--- AFDP > 4.21\n",
"| | | | | | | | | |--- TEY <= 153.22\n",
"| | | | | | | | | | |--- AP <= 1003.00\n",
"| | | | | | | | | | | |--- value: [75.48]\n",
"| | | | | | | | | | |--- AP > 1003.00\n",
"| | | | | | | | | | | |--- value: [67.95]\n",
"| | | | | | | | | |--- TEY > 153.22\n",
"| | | | | | | | | | |--- AP <= 1015.30\n",
"| | | | | | | | | | | |--- value: [59.57]\n",
"| | | | | | | | | | |--- AP > 1015.30\n",
"| | | | | | | | | | | |--- value: [54.12]\n",
"| | | | | | | |--- AFDP > 4.46\n",
"| | | | | | | | |--- TEY <= 151.92\n",
"| | | | | | | | | |--- AP <= 1024.35\n",
"| | | | | | | | | | |--- AP <= 1008.85\n",
"| | | | | | | | | | | |--- value: [74.21]\n",
"| | | | | | | | | | |--- AP > 1008.85\n",
"| | | | | | | | | | | |--- value: [71.38]\n",
"| | | | | | | | | |--- AP > 1024.35\n",
"| | | | | | | | | | |--- AFDP <= 4.68\n",
"| | | | | | | | | | | |--- value: [74.73]\n",
"| | | | | | | | | | |--- AFDP > 4.68\n",
"| | | | | | | | | | | |--- value: [79.82]\n",
"| | | | | | | | |--- TEY > 151.92\n",
"| | | | | | | | | |--- AFDP <= 4.50\n",
"| | | | | | | | | | |--- value: [85.47]\n",
"| | | | | | | | | |--- AFDP > 4.50\n",
"| | | | | | | | | | |--- AP <= 1011.25\n",
"| | | | | | | | | | | |--- value: [70.49]\n",
"| | | | | | | | | | |--- AP > 1011.25\n",
"| | | | | | | | | | | |--- value: [63.58]\n",
"| | |--- TEY > 154.69\n",
"| | | |--- AP <= 1021.95\n",
"| | | | |--- AFDP <= 4.02\n",
"| | | | | |--- AP <= 1010.05\n",
"| | | | | | |--- AT <= 14.50\n",
"| | | | | | | |--- TEY <= 156.10\n",
"| | | | | | | | |--- value: [60.57]\n",
"| | | | | | | |--- TEY > 156.10\n",
"| | | | | | | | |--- AT <= 8.62\n",
"| | | | | | | | | |--- TEY <= 163.74\n",
"| | | | | | | | | | |--- AFDP <= 3.95\n",
"| | | | | | | | | | | |--- value: [61.98]\n",
"| | | | | | | | | | |--- AFDP > 3.95\n",
"| | | | | | | | | | | |--- value: [69.44]\n",
"| | | | | | | | | |--- TEY > 163.74\n",
"| | | | | | | | | | |--- AP <= 1009.15\n",
"| | | | | | | | | | | |--- value: [67.38]\n",
"| | | | | | | | | | |--- AP > 1009.15\n",
"| | | | | | | | | | | |--- value: [65.41]\n",
"| | | | | | | | |--- AT > 8.62\n",
"| | | | | | | | | |--- AP <= 1008.85\n",
"| | | | | | | | | | |--- AFDP <= 3.92\n",
"| | | | | | | | | | | |--- value: [68.22]\n",
"| | | | | | | | | | |--- AFDP > 3.92\n",
"| | | | | | | | | | | |--- value: [71.41]\n",
"| | | | | | | | | |--- AP > 1008.85\n",
"| | | | | | | | | | |--- value: [64.03]\n",
"| | | | | | |--- AT > 14.50\n",
"| | | | | | | |--- AFDP <= 4.02\n",
"| | | | | | | | |--- AP <= 1009.35\n",
"| | | | | | | | | |--- AP <= 1002.20\n",
"| | | | | | | | | | |--- value: [70.62]\n",
"| | | | | | | | | |--- AP > 1002.20\n",
"| | | | | | | | | | |--- TEY <= 155.17\n",
"| | | | | | | | | | | |--- value: [70.65]\n",
"| | | | | | | | | | |--- TEY > 155.17\n",
"| | | | | | | | | | | |--- value: [72.75]\n",
"| | | | | | | | |--- AP > 1009.35\n",
"| | | | | | | | | |--- value: [67.02]\n",
"| | | | | | | |--- AFDP > 4.02\n",
"| | | | | | | | |--- value: [78.57]\n",
"| | | | | |--- AP > 1010.05\n",
"| | | | | | |--- AT <= 14.17\n",
"| | | | | | | |--- AP <= 1015.10\n",
"| | | | | | | | |--- TEY <= 157.75\n",
"| | | | | | | | | |--- AFDP <= 3.81\n",
"| | | | | | | | | | |--- value: [61.69]\n",
"| | | | | | | | | |--- AFDP > 3.81\n",
"| | | | | | | | | | |--- value: [57.78]\n",
"| | | | | | | | |--- TEY > 157.75\n",
"| | | | | | | | | |--- AFDP <= 3.81\n",
"| | | | | | | | | | |--- TEY <= 162.24\n",
"| | | | | | | | | | | |--- value: [70.53]\n",
"| | | | | | | | | | |--- TEY > 162.24\n",
"| | | | | | | | | | | |--- value: [66.88]\n",
"| | | | | | | | | |--- AFDP > 3.81\n",
"| | | | | | | | | | |--- AP <= 1011.30\n",
"| | | | | | | | | | | |--- value: [66.28]\n",
"| | | | | | | | | | |--- AP > 1011.30\n",
"| | | | | | | | | | | |--- value: [63.20]\n",
"| | | | | | | |--- AP > 1015.10\n",
"| | | | | | | | |--- TEY <= 157.68\n",
"| | | | | | | | | |--- AT <= 5.81\n",
"| | | | | | | | | | |--- value: [70.42]\n",
"| | | | | | | | | |--- AT > 5.81\n",
"| | | | | | | | | | |--- AT <= 12.36\n",
"| | | | | | | | | | | |--- value: [59.71]\n",
"| | | | | | | | | | |--- AT > 12.36\n",
"| | | | | | | | | | | |--- value: [66.02]\n",
"| | | | | | | | |--- TEY > 157.68\n",
"| | | | | | | | | |--- AT <= 2.45\n",
"| | | | | | | | | | |--- value: [64.64]\n",
"| | | | | | | | | |--- AT > 2.45\n",
"| | | | | | | | | | |--- TEY <= 165.94\n",
"| | | | | | | | | | | |--- value: [59.60]\n",
"| | | | | | | | | | |--- TEY > 165.94\n",
"| | | | | | | | | | | |--- value: [64.37]\n",
"| | | | | | |--- AT > 14.17\n",
"| | | | | | | |--- TEY <= 155.00\n",
"| | | | | | | | |--- value: [70.21]\n",
"| | | | | | | |--- TEY > 155.00\n",
"| | | | | | | | |--- AP <= 1010.25\n",
"| | | | | | | | | |--- value: [29.06]\n",
"| | | | | | | | |--- AP > 1010.25\n",
"| | | | | | | | | |--- TEY <= 157.92\n",
"| | | | | | | | | | |--- TEY <= 155.04\n",
"| | | | | | | | | | | |--- value: [45.70]\n",
"| | | | | | | | | | |--- TEY > 155.04\n",
"| | | | | | | | | | | |--- value: [58.77]\n",
"| | | | | | | | | |--- TEY > 157.92\n",
"| | | | | | | | | | |--- AFDP <= 3.82\n",
"| | | | | | | | | | | |--- value: [56.83]\n",
"| | | | | | | | | | |--- AFDP > 3.82\n",
"| | | | | | | | | | | |--- value: [48.24]\n",
"| | | | |--- AFDP > 4.02\n",
"| | | | | |--- AP <= 1003.35\n",
"| | | | | | |--- TEY <= 161.49\n",
"| | | | | | | |--- TEY <= 156.42\n",
"| | | | | | | | |--- AFDP <= 4.99\n",
"| | | | | | | | | |--- value: [77.40]\n",
"| | | | | | | | |--- AFDP > 4.99\n",
"| | | | | | | | | |--- value: [69.91]\n",
"| | | | | | | |--- TEY > 156.42\n",
"| | | | | | | | |--- AP <= 997.74\n",
"| | | | | | | | | |--- value: [64.15]\n",
"| | | | | | | | |--- AP > 997.74\n",
"| | | | | | | | | |--- AFDP <= 4.25\n",
"| | | | | | | | | | |--- TEY <= 159.33\n",
"| | | | | | | | | | | |--- value: [75.00]\n",
"| | | | | | | | | | |--- TEY > 159.33\n",
"| | | | | | | | | | | |--- value: [70.44]\n",
"| | | | | | | | | |--- AFDP > 4.25\n",
"| | | | | | | | | | |--- AFDP <= 4.29\n",
"| | | | | | | | | | | |--- value: [61.50]\n",
"| | | | | | | | | | |--- AFDP > 4.29\n",
"| | | | | | | | | | | |--- value: [69.21]\n",
"| | | | | | |--- TEY > 161.49\n",
"| | | | | | | |--- AFDP <= 5.87\n",
"| | | | | | | | |--- TEY <= 161.67\n",
"| | | | | | | | | |--- value: [84.28]\n",
"| | | | | | | | |--- TEY > 161.67\n",
"| | | | | | | | | |--- AT <= 6.20\n",
"| | | | | | | | | | |--- value: [74.11]\n",
"| | | | | | | | | |--- AT > 6.20\n",
"| | | | | | | | | | |--- value: [71.33]\n",
"| | | | | | | |--- AFDP > 5.87\n",
"| | | | | | | | |--- value: [95.96]\n",
"| | | | | |--- AP > 1003.35\n",
"| | | | | | |--- AT <= 12.80\n",
"| | | | | | | |--- AP <= 1020.75\n",
"| | | | | | | | |--- TEY <= 155.90\n",
"| | | | | | | | | |--- AP <= 1019.10\n",
"| | | | | | | | | | |--- AP <= 1007.00\n",
"| | | | | | | | | | | |--- value: [65.96]\n",
"| | | | | | | | | | |--- AP > 1007.00\n",
"| | | | | | | | | | | |--- value: [74.05]\n",
"| | | | | | | | | |--- AP > 1019.10\n",
"| | | | | | | | | | |--- value: [86.54]\n",
"| | | | | | | | |--- TEY > 155.90\n",
"| | | | | | | | | |--- AFDP <= 4.07\n",
"| | | | | | | | | | |--- AP <= 1014.60\n",
"| | | | | | | | | | | |--- value: [69.42]\n",
"| | | | | | | | | | |--- AP > 1014.60\n",
"| | | | | | | | | | | |--- value: [61.34]\n",
"| | | | | | | | | |--- AFDP > 4.07\n",
"| | | | | | | | | | |--- TEY <= 164.28\n",
"| | | | | | | | | | | |--- value: [68.63]\n",
"| | | | | | | | | | |--- TEY > 164.28\n",
"| | | | | | | | | | | |--- value: [66.97]\n",
"| | | | | | | |--- AP > 1020.75\n",
"| | | | | | | | |--- AT <= 10.30\n",
"| | | | | | | | | |--- AFDP <= 4.73\n",
"| | | | | | | | | | |--- TEY <= 162.31\n",
"| | | | | | | | | | | |--- value: [56.23]\n",
"| | | | | | | | | | |--- TEY > 162.31\n",
"| | | | | | | | | | | |--- value: [63.32]\n",
"| | | | | | | | | |--- AFDP > 4.73\n",
"| | | | | | | | | | |--- AT <= 2.28\n",
"| | | | | | | | | | | |--- value: [70.58]\n",
"| | | | | | | | | | |--- AT > 2.28\n",
"| | | | | | | | | | | |--- value: [64.66]\n",
"| | | | | | | | |--- AT > 10.30\n",
"| | | | | | | | | |--- TEY <= 160.29\n",
"| | | | | | | | | | |--- AT <= 11.07\n",
"| | | | | | | | | | | |--- value: [53.90]\n",
"| | | | | | | | | | |--- AT > 11.07\n",
"| | | | | | | | | | | |--- value: [66.59]\n",
"| | | | | | | | | |--- TEY > 160.29\n",
"| | | | | | | | | | |--- AFDP <= 4.73\n",
"| | | | | | | | | | | |--- value: [77.72]\n",
"| | | | | | | | | | |--- AFDP > 4.73\n",
"| | | | | | | | | | | |--- value: [64.70]\n",
"| | | | | | |--- AT > 12.80\n",
"| | | | | | | |--- AFDP <= 4.22\n",
"| | | | | | | | |--- AT <= 14.75\n",
"| | | | | | | | | |--- AFDP <= 4.10\n",
"| | | | | | | | | | |--- AP <= 1010.15\n",
"| | | | | | | | | | | |--- value: [69.78]\n",
"| | | | | | | | | | |--- AP > 1010.15\n",
"| | | | | | | | | | | |--- value: [63.84]\n",
"| | | | | | | | | |--- AFDP > 4.10\n",
"| | | | | | | | | | |--- AT <= 14.56\n",
"| | | | | | | | | | | |--- value: [71.71]\n",
"| | | | | | | | | | |--- AT > 14.56\n",
"| | | | | | | | | | | |--- value: [63.53]\n",
"| | | | | | | | |--- AT > 14.75\n",
"| | | | | | | | | |--- AP <= 1021.45\n",
"| | | | | | | | | | |--- TEY <= 154.78\n",
"| | | | | | | | | | | |--- value: [66.59]\n",
"| | | | | | | | | | |--- TEY > 154.78\n",
"| | | | | | | | | | | |--- value: [73.52]\n",
"| | | | | | | | | |--- AP > 1021.45\n",
"| | | | | | | | | | |--- value: [79.72]\n",
"| | | | | | | |--- AFDP > 4.22\n",
"| | | | | | | | |--- TEY <= 160.88\n",
"| | | | | | | | | |--- AP <= 1020.65\n",
"| | | | | | | | | | |--- AP <= 1018.60\n",
"| | | | | | | | | | | |--- value: [64.07]\n",
"| | | | | | | | | | |--- AP > 1018.60\n",
"| | | | | | | | | | | |--- value: [67.46]\n",
"| | | | | | | | | |--- AP > 1020.65\n",
"| | | | | | | | | | |--- AFDP <= 4.55\n",
"| | | | | | | | | | | |--- value: [51.78]\n",
"| | | | | | | | | | |--- AFDP > 4.55\n",
"| | | | | | | | | | | |--- value: [60.68]\n",
"| | | | | | | | |--- TEY > 160.88\n",
"| | | | | | | | | |--- AFDP <= 4.71\n",
"| | | | | | | | | | |--- value: [54.26]\n",
"| | | | | | | | | |--- AFDP > 4.71\n",
"| | | | | | | | | | |--- value: [63.61]\n",
"| | | |--- AP > 1021.95\n",
"| | | | |--- AP <= 1028.65\n",
"| | | | | |--- AFDP <= 4.64\n",
"| | | | | | |--- AFDP <= 4.46\n",
"| | | | | | | |--- AP <= 1025.75\n",
"| | | | | | | | |--- AT <= 15.13\n",
"| | | | | | | | | |--- AFDP <= 3.71\n",
"| | | | | | | | | | |--- value: [76.24]\n",
"| | | | | | | | | |--- AFDP > 3.71\n",
"| | | | | | | | | | |--- AT <= 8.73\n",
"| | | | | | | | | | | |--- value: [59.12]\n",
"| | | | | | | | | | |--- AT > 8.73\n",
"| | | | | | | | | | | |--- value: [62.40]\n",
"| | | | | | | | |--- AT > 15.13\n",
"| | | | | | | | | |--- value: [79.29]\n",
"| | | | | | | |--- AP > 1025.75\n",
"| | | | | | | | |--- AT <= -3.08\n",
"| | | | | | | | | |--- value: [78.82]\n",
"| | | | | | | | |--- AT > -3.08\n",
"| | | | | | | | | |--- AFDP <= 4.09\n",
"| | | | | | | | | | |--- TEY <= 158.67\n",
"| | | | | | | | | | | |--- value: [71.03]\n",
"| | | | | | | | | | |--- TEY > 158.67\n",
"| | | | | | | | | | | |--- value: [59.85]\n",
"| | | | | | | | | |--- AFDP > 4.09\n",
"| | | | | | | | | | |--- TEY <= 167.63\n",
"| | | | | | | | | | | |--- value: [68.59]\n",
"| | | | | | | | | | |--- TEY > 167.63\n",
"| | | | | | | | | | | |--- value: [77.32]\n",
"| | | | | | |--- AFDP > 4.46\n",
"| | | | | | | |--- TEY <= 168.28\n",
"| | | | | | | | |--- TEY <= 162.04\n",
"| | | | | | | | | |--- AP <= 1022.45\n",
"| | | | | | | | | | |--- value: [65.31]\n",
"| | | | | | | | | |--- AP > 1022.45\n",
"| | | | | | | | | | |--- TEY <= 157.93\n",
"| | | | | | | | | | | |--- value: [66.03]\n",
"| | | | | | | | | | |--- TEY > 157.93\n",
"| | | | | | | | | | | |--- value: [49.52]\n",
"| | | | | | | | |--- TEY > 162.04\n",
"| | | | | | | | | |--- AT <= 7.83\n",
"| | | | | | | | | | |--- AP <= 1025.75\n",
"| | | | | | | | | | | |--- value: [50.73]\n",
"| | | | | | | | | | |--- AP > 1025.75\n",
"| | | | | | | | | | | |--- value: [73.65]\n",
"| | | | | | | | | |--- AT > 7.83\n",
"| | | | | | | | | | |--- TEY <= 163.62\n",
"| | | | | | | | | | | |--- value: [60.50]\n",
"| | | | | | | | | | |--- TEY > 163.62\n",
"| | | | | | | | | | | |--- value: [78.56]\n",
"| | | | | | | |--- TEY > 168.28\n",
"| | | | | | | | |--- value: [76.63]\n",
"| | | | | |--- AFDP > 4.64\n",
"| | | | | | |--- AFDP <= 4.68\n",
"| | | | | | | |--- value: [80.15]\n",
"| | | | | | |--- AFDP > 4.68\n",
"| | | | | | | |--- AFDP <= 6.02\n",
"| | | | | | | | |--- AT <= 4.23\n",
"| | | | | | | | | |--- AFDP <= 5.00\n",
"| | | | | | | | | | |--- value: [75.16]\n",
"| | | | | | | | | |--- AFDP > 5.00\n",
"| | | | | | | | | | |--- AP <= 1026.45\n",
"| | | | | | | | | | | |--- value: [68.73]\n",
"| | | | | | | | | | |--- AP > 1026.45\n",
"| | | | | | | | | | | |--- value: [66.81]\n",
"| | | | | | | | |--- AT > 4.23\n",
"| | | | | | | | | |--- TEY <= 168.04\n",
"| | | | | | | | | | |--- AP <= 1028.25\n",
"| | | | | | | | | | | |--- value: [64.44]\n",
"| | | | | | | | | | |--- AP > 1028.25\n",
"| | | | | | | | | | | |--- value: [61.62]\n",
"| | | | | | | | | |--- TEY > 168.04\n",
"| | | | | | | | | | |--- AT <= 7.01\n",
"| | | | | | | | | | | |--- value: [65.79]\n",
"| | | | | | | | | | |--- AT > 7.01\n",
"| | | | | | | | | | | |--- value: [57.38]\n",
"| | | | | | | |--- AFDP > 6.02\n",
"| | | | | | | | |--- AT <= 8.21\n",
"| | | | | | | | | |--- AP <= 1025.65\n",
"| | | | | | | | | | |--- value: [59.81]\n",
"| | | | | | | | | |--- AP > 1025.65\n",
"| | | | | | | | | | |--- TEY <= 168.70\n",
"| | | | | | | | | | | |--- value: [61.83]\n",
"| | | | | | | | | | |--- TEY > 168.70\n",
"| | | | | | | | | | | |--- value: [63.74]\n",
"| | | | | | | | |--- AT > 8.21\n",
"| | | | | | | | | |--- value: [58.72]\n",
"| | | | |--- AP > 1028.65\n",
"| | | | | |--- AFDP <= 4.31\n",
"| | | | | | |--- AT <= 7.17\n",
"| | | | | | | |--- TEY <= 174.27\n",
"| | | | | | | | |--- TEY <= 165.79\n",
"| | | | | | | | | |--- value: [57.50]\n",
"| | | | | | | | |--- TEY > 165.79\n",
"| | | | | | | | | |--- AT <= 3.52\n",
"| | | | | | | | | | |--- TEY <= 172.72\n",
"| | | | | | | | | | | |--- value: [60.75]\n",
"| | | | | | | | | | |--- TEY > 172.72\n",
"| | | | | | | | | | | |--- value: [62.56]\n",
"| | | | | | | | | |--- AT > 3.52\n",
"| | | | | | | | | | |--- value: [78.95]\n",
"| | | | | | | |--- TEY > 174.27\n",
"| | | | | | | | |--- AFDP <= 4.26\n",
"| | | | | | | | | |--- value: [58.70]\n",
"| | | | | | | | |--- AFDP > 4.26\n",
"| | | | | | | | | |--- value: [55.80]\n",
"| | | | | | |--- AT > 7.17\n",
"| | | | | | | |--- AT <= 8.24\n",
"| | | | | | | | |--- value: [65.60]\n",
"| | | | | | | |--- AT > 8.24\n",
"| | | | | | | | |--- value: [69.87]\n",
"| | | | | |--- AFDP > 4.31\n",
"| | | | | | |--- AFDP <= 5.00\n",
"| | | | | | | |--- AFDP <= 4.49\n",
"| | | | | | | | |--- AFDP <= 4.47\n",
"| | | | | | | | | |--- TEY <= 169.11\n",
"| | | | | | | | | | |--- AP <= 1030.45\n",
"| | | | | | | | | | | |--- value: [52.15]\n",
"| | | | | | | | | | |--- AP > 1030.45\n",
"| | | | | | | | | | | |--- value: [49.10]\n",
"| | | | | | | | | |--- TEY > 169.11\n",
"| | | | | | | | | | |--- value: [56.06]\n",
"| | | | | | | | |--- AFDP > 4.47\n",
"| | | | | | | | | |--- value: [74.11]\n",
"| | | | | | | |--- AFDP > 4.49\n",
"| | | | | | | | |--- AT <= 3.69\n",
"| | | | | | | | | |--- value: [49.60]\n",
"| | | | | | | | |--- AT > 3.69\n",
"| | | | | | | | | |--- AFDP <= 4.65\n",
"| | | | | | | | | | |--- value: [48.30]\n",
"| | | | | | | | | |--- AFDP > 4.65\n",
"| | | | | | | | | | |--- value: [47.38]\n",
"| | | | | | |--- AFDP > 5.00\n",
"| | | | | | | |--- AT <= 5.07\n",
"| | | | | | | | |--- value: [47.72]\n",
"| | | | | | | |--- AT > 5.07\n",
"| | | | | | | | |--- AFDP <= 5.79\n",
"| | | | | | | | | |--- AFDP <= 5.74\n",
"| | | | | | | | | | |--- AFDP <= 5.61\n",
"| | | | | | | | | | | |--- value: [64.03]\n",
"| | | | | | | | | | |--- AFDP > 5.61\n",
"| | | | | | | | | | | |--- value: [61.03]\n",
"| | | | | | | | | |--- AFDP > 5.74\n",
"| | | | | | | | | | |--- value: [69.37]\n",
"| | | | | | | | |--- AFDP > 5.79\n",
"| | | | | | | | | |--- AP <= 1028.85\n",
"| | | | | | | | | | |--- value: [64.01]\n",
"| | | | | | | | | |--- AP > 1028.85\n",
"| | | | | | | | | | |--- AT <= 9.16\n",
"| | | | | | | | | | | |--- value: [56.92]\n",
"| | | | | | | | | | |--- AT > 9.16\n",
"| | | | | | | | | | | |--- value: [59.15]\n",
"|--- AT > 16.96\n",
"| |--- TEY <= 131.89\n",
"| | |--- AT <= 20.42\n",
"| | | |--- TEY <= 106.33\n",
"| | | | |--- AFDP <= 2.25\n",
"| | | | | |--- value: [113.22]\n",
"| | | | |--- AFDP > 2.25\n",
"| | | | | |--- AFDP <= 2.65\n",
"| | | | | | |--- TEY <= 100.91\n",
"| | | | | | | |--- value: [79.89]\n",
"| | | | | | |--- TEY > 100.91\n",
"| | | | | | | |--- AT <= 20.18\n",
"| | | | | | | | |--- AP <= 1021.40\n",
"| | | | | | | | | |--- AT <= 20.14\n",
"| | | | | | | | | | |--- AT <= 18.61\n",
"| | | | | | | | | | | |--- value: [58.31]\n",
"| | | | | | | | | | |--- AT > 18.61\n",
"| | | | | | | | | | | |--- value: [62.74]\n",
"| | | | | | | | | |--- AT > 20.14\n",
"| | | | | | | | | | |--- value: [48.59]\n",
"| | | | | | | | |--- AP > 1021.40\n",
"| | | | | | | | | |--- value: [70.81]\n",
"| | | | | | | |--- AT > 20.18\n",
"| | | | | | | | |--- value: [74.72]\n",
"| | | | | |--- AFDP > 2.65\n",
"| | | | | | |--- AT <= 19.34\n",
"| | | | | | | |--- TEY <= 104.92\n",
"| | | | | | | | |--- AP <= 1021.10\n",
"| | | | | | | | | |--- AT <= 19.32\n",
"| | | | | | | | | | |--- AT <= 17.50\n",
"| | | | | | | | | | | |--- value: [91.45]\n",
"| | | | | | | | | | |--- AT > 17.50\n",
"| | | | | | | | | | | |--- value: [82.79]\n",
"| | | | | | | | | |--- AT > 19.32\n",
"| | | | | | | | | | |--- value: [116.04]\n",
"| | | | | | | | |--- AP > 1021.10\n",
"| | | | | | | | | |--- value: [61.30]\n",
"| | | | | | | |--- TEY > 104.92\n",
"| | | | | | | | |--- AP <= 1014.25\n",
"| | | | | | | | | |--- TEY <= 105.71\n",
"| | | | | | | | | | |--- value: [72.16]\n",
"| | | | | | | | | |--- TEY > 105.71\n",
"| | | | | | | | | | |--- value: [81.87]\n",
"| | | | | | | | |--- AP > 1014.25\n",
"| | | | | | | | | |--- value: [58.84]\n",
"| | | | | | |--- AT > 19.34\n",
"| | | | | | | |--- AFDP <= 2.73\n",
"| | | | | | | | |--- value: [90.98]\n",
"| | | | | | | |--- AFDP > 2.73\n",
"| | | | | | | | |--- AT <= 20.12\n",
"| | | | | | | | | |--- AP <= 1016.75\n",
"| | | | | | | | | | |--- AT <= 19.35\n",
"| | | | | | | | | | | |--- value: [62.73]\n",
"| | | | | | | | | | |--- AT > 19.35\n",
"| | | | | | | | | | | |--- value: [72.71]\n",
"| | | | | | | | | |--- AP > 1016.75\n",
"| | | | | | | | | | |--- value: [83.05]\n",
"| | | | | | | | |--- AT > 20.12\n",
"| | | | | | | | | |--- value: [66.39]\n",
"| | | |--- TEY > 106.33\n",
"| | | | |--- AFDP <= 3.91\n",
"| | | | | |--- TEY <= 127.09\n",
"| | | | | | |--- AT <= 18.32\n",
"| | | | | | | |--- AP <= 1016.65\n",
"| | | | | | | | |--- AP <= 997.71\n",
"| | | | | | | | | |--- value: [74.86]\n",
"| | | | | | | | |--- AP > 997.71\n",
"| | | | | | | | | |--- AFDP <= 2.67\n",
"| | | | | | | | | | |--- AFDP <= 2.30\n",
"| | | | | | | | | | | |--- value: [49.84]\n",
"| | | | | | | | | | |--- AFDP > 2.30\n",
"| | | | | | | | | | | |--- value: [65.19]\n",
"| | | | | | | | | |--- AFDP > 2.67\n",
"| | | | | | | | | | |--- AFDP <= 2.87\n",
"| | | | | | | | | | | |--- value: [57.81]\n",
"| | | | | | | | | | |--- AFDP > 2.87\n",
"| | | | | | | | | | | |--- value: [61.51]\n",
"| | | | | | | |--- AP > 1016.65\n",
"| | | | | | | | |--- AP <= 1017.85\n",
"| | | | | | | | | |--- AFDP <= 3.61\n",
"| | | | | | | | | | |--- value: [68.18]\n",
"| | | | | | | | | |--- AFDP > 3.61\n",
"| | | | | | | | | | |--- value: [78.39]\n",
"| | | | | | | | |--- AP > 1017.85\n",
"| | | | | | | | | |--- AP <= 1020.15\n",
"| | | | | | | | | | |--- TEY <= 108.30\n",
"| | | | | | | | | | | |--- value: [68.13]\n",
"| | | | | | | | | | |--- TEY > 108.30\n",
"| | | | | | | | | | | |--- value: [56.67]\n",
"| | | | | | | | | |--- AP > 1020.15\n",
"| | | | | | | | | | |--- TEY <= 126.08\n",
"| | | | | | | | | | | |--- value: [64.72]\n",
"| | | | | | | | | | |--- TEY > 126.08\n",
"| | | | | | | | | | | |--- value: [76.81]\n",
"| | | | | | |--- AT > 18.32\n",
"| | | | | | | |--- AP <= 999.96\n",
"| | | | | | | | |--- AT <= 19.45\n",
"| | | | | | | | | |--- TEY <= 109.39\n",
"| | | | | | | | | | |--- value: [77.28]\n",
"| | | | | | | | | |--- TEY > 109.39\n",
"| | | | | | | | | | |--- value: [70.60]\n",
"| | | | | | | | |--- AT > 19.45\n",
"| | | | | | | | | |--- value: [65.72]\n",
"| | | | | | | |--- AP > 999.96\n",
"| | | | | | | | |--- AFDP <= 2.69\n",
"| | | | | | | | | |--- AFDP <= 2.42\n",
"| | | | | | | | | | |--- value: [49.98]\n",
"| | | | | | | | | |--- AFDP > 2.42\n",
"| | | | | | | | | | |--- AFDP <= 2.65\n",
"| | | | | | | | | | | |--- value: [65.32]\n",
"| | | | | | | | | | |--- AFDP > 2.65\n",
"| | | | | | | | | | | |--- value: [63.21]\n",
"| | | | | | | | |--- AFDP > 2.69\n",
"| | | | | | | | | |--- TEY <= 127.02\n",
"| | | | | | | | | | |--- AT <= 19.85\n",
"| | | | | | | | | | | |--- value: [58.23]\n",
"| | | | | | | | | | |--- AT > 19.85\n",
"| | | | | | | | | | | |--- value: [56.57]\n",
"| | | | | | | | | |--- TEY > 127.02\n",
"| | | | | | | | | | |--- value: [80.26]\n",
"| | | | | |--- TEY > 127.09\n",
"| | | | | | |--- AFDP <= 3.23\n",
"| | | | | | | |--- AFDP <= 3.19\n",
"| | | | | | | | |--- AFDP <= 2.96\n",
"| | | | | | | | | |--- value: [70.20]\n",
"| | | | | | | | |--- AFDP > 2.96\n",
"| | | | | | | | | |--- TEY <= 127.90\n",
"| | | | | | | | | | |--- value: [77.66]\n",
"| | | | | | | | | |--- TEY > 127.90\n",
"| | | | | | | | | | |--- value: [81.19]\n",
"| | | | | | | |--- AFDP > 3.19\n",
"| | | | | | | | |--- value: [66.68]\n",
"| | | | | | |--- AFDP > 3.23\n",
"| | | | | | | |--- AP <= 997.93\n",
"| | | | | | | | |--- AP <= 994.39\n",
"| | | | | | | | | |--- value: [64.96]\n",
"| | | | | | | | |--- AP > 994.39\n",
"| | | | | | | | | |--- value: [61.93]\n",
"| | | | | | | |--- AP > 997.93\n",
"| | | | | | | | |--- TEY <= 130.44\n",
"| | | | | | | | | |--- AP <= 1020.65\n",
"| | | | | | | | | | |--- TEY <= 130.34\n",
"| | | | | | | | | | | |--- value: [52.73]\n",
"| | | | | | | | | | |--- TEY > 130.34\n",
"| | | | | | | | | | | |--- value: [47.39]\n",
"| | | | | | | | | |--- AP > 1020.65\n",
"| | | | | | | | | | |--- value: [62.95]\n",
"| | | | | | | | |--- TEY > 130.44\n",
"| | | | | | | | | |--- AFDP <= 3.31\n",
"| | | | | | | | | | |--- value: [64.29]\n",
"| | | | | | | | | |--- AFDP > 3.31\n",
"| | | | | | | | | | |--- AP <= 1013.25\n",
"| | | | | | | | | | | |--- value: [56.01]\n",
"| | | | | | | | | | |--- AP > 1013.25\n",
"| | | | | | | | | | | |--- value: [53.42]\n",
"| | | | |--- AFDP > 3.91\n",
"| | | | | |--- TEY <= 116.94\n",
"| | | | | | |--- AFDP <= 4.41\n",
"| | | | | | | |--- AT <= 18.66\n",
"| | | | | | | | |--- AP <= 1011.80\n",
"| | | | | | | | | |--- AFDP <= 3.95\n",
"| | | | | | | | | | |--- value: [63.05]\n",
"| | | | | | | | | |--- AFDP > 3.95\n",
"| | | | | | | | | | |--- AP <= 1002.25\n",
"| | | | | | | | | | | |--- value: [73.68]\n",
"| | | | | | | | | | |--- AP > 1002.25\n",
"| | | | | | | | | | | |--- value: [69.24]\n",
"| | | | | | | | |--- AP > 1011.80\n",
"| | | | | | | | | |--- TEY <= 116.83\n",
"| | | | | | | | | | |--- AFDP <= 4.18\n",
"| | | | | | | | | | | |--- value: [74.10]\n",
"| | | | | | | | | | |--- AFDP > 4.18\n",
"| | | | | | | | | | | |--- value: [66.88]\n",
"| | | | | | | | | |--- TEY > 116.83\n",
"| | | | | | | | | | |--- value: [85.35]\n",
"| | | | | | | |--- AT > 18.66\n",
"| | | | | | | | |--- TEY <= 108.00\n",
"| | | | | | | | | |--- value: [81.76]\n",
"| | | | | | | | |--- TEY > 108.00\n",
"| | | | | | | | | |--- AT <= 20.31\n",
"| | | | | | | | | | |--- AFDP <= 4.04\n",
"| | | | | | | | | | | |--- value: [70.38]\n",
"| | | | | | | | | | |--- AFDP > 4.04\n",
"| | | | | | | | | | | |--- value: [66.24]\n",
"| | | | | | | | | |--- AT > 20.31\n",
"| | | | | | | | | | |--- value: [54.22]\n",
"| | | | | | |--- AFDP > 4.41\n",
"| | | | | | | |--- AT <= 17.57\n",
"| | | | | | | | |--- TEY <= 113.60\n",
"| | | | | | | | | |--- value: [68.25]\n",
"| | | | | | | | |--- TEY > 113.60\n",
"| | | | | | | | | |--- value: [74.30]\n",
"| | | | | | | |--- AT > 17.57\n",
"| | | | | | | | |--- AP <= 1009.00\n",
"| | | | | | | | | |--- value: [58.53]\n",
"| | | | | | | | |--- AP > 1009.00\n",
"| | | | | | | | | |--- AP <= 1011.85\n",
"| | | | | | | | | | |--- value: [65.30]\n",
"| | | | | | | | | |--- AP > 1011.85\n",
"| | | | | | | | | | |--- AT <= 19.00\n",
"| | | | | | | | | | | |--- value: [60.84]\n",
"| | | | | | | | | | |--- AT > 19.00\n",
"| | | | | | | | | | | |--- value: [62.66]\n",
"| | | | | |--- TEY > 116.94\n",
"| | | | | | |--- AFDP <= 4.54\n",
"| | | | | | | |--- AT <= 18.95\n",
"| | | | | | | | |--- AP <= 1014.70\n",
"| | | | | | | | | |--- AFDP <= 4.20\n",
"| | | | | | | | | | |--- AP <= 1008.10\n",
"| | | | | | | | | | | |--- value: [54.44]\n",
"| | | | | | | | | | |--- AP > 1008.10\n",
"| | | | | | | | | | | |--- value: [64.29]\n",
"| | | | | | | | | |--- AFDP > 4.20\n",
"| | | | | | | | | | |--- value: [68.90]\n",
"| | | | | | | | |--- AP > 1014.70\n",
"| | | | | | | | | |--- TEY <= 128.17\n",
"| | | | | | | | | | |--- AFDP <= 4.45\n",
"| | | | | | | | | | | |--- value: [61.01]\n",
"| | | | | | | | | | |--- AFDP > 4.45\n",
"| | | | | | | | | | | |--- value: [76.27]\n",
"| | | | | | | | | |--- TEY > 128.17\n",
"| | | | | | | | | | |--- AFDP <= 3.98\n",
"| | | | | | | | | | | |--- value: [46.74]\n",
"| | | | | | | | | | |--- AFDP > 3.98\n",
"| | | | | | | | | | | |--- value: [58.41]\n",
"| | | | | | | |--- AT > 18.95\n",
"| | | | | | | | |--- TEY <= 126.44\n",
"| | | | | | | | | |--- AFDP <= 4.41\n",
"| | | | | | | | | | |--- AFDP <= 4.00\n",
"| | | | | | | | | | | |--- value: [63.77]\n",
"| | | | | | | | | | |--- AFDP > 4.00\n",
"| | | | | | | | | | | |--- value: [57.45]\n",
"| | | | | | | | | |--- AFDP > 4.41\n",
"| | | | | | | | | | |--- value: [69.98]\n",
"| | | | | | | | |--- TEY > 126.44\n",
"| | | | | | | | | |--- AFDP <= 4.15\n",
"| | | | | | | | | | |--- AP <= 1007.45\n",
"| | | | | | | | | | | |--- value: [51.96]\n",
"| | | | | | | | | | |--- AP > 1007.45\n",
"| | | | | | | | | | | |--- value: [47.82]\n",
"| | | | | | | | | |--- AFDP > 4.15\n",
"| | | | | | | | | | |--- AP <= 1014.90\n",
"| | | | | | | | | | | |--- value: [59.11]\n",
"| | | | | | | | | | |--- AP > 1014.90\n",
"| | | | | | | | | | | |--- value: [56.64]\n",
"| | | | | | |--- AFDP > 4.54\n",
"| | | | | | | |--- AT <= 19.26\n",
"| | | | | | | | |--- AFDP <= 4.73\n",
"| | | | | | | | | |--- value: [73.36]\n",
"| | | | | | | | |--- AFDP > 4.73\n",
"| | | | | | | | | |--- AP <= 1008.70\n",
"| | | | | | | | | | |--- value: [70.82]\n",
"| | | | | | | | | |--- AP > 1008.70\n",
"| | | | | | | | | | |--- AFDP <= 4.97\n",
"| | | | | | | | | | | |--- value: [69.44]\n",
"| | | | | | | | | | |--- AFDP > 4.97\n",
"| | | | | | | | | | | |--- value: [66.79]\n",
"| | | | | | | |--- AT > 19.26\n",
"| | | | | | | | |--- AFDP <= 4.79\n",
"| | | | | | | | | |--- value: [60.54]\n",
"| | | | | | | | |--- AFDP > 4.79\n",
"| | | | | | | | | |--- value: [66.68]\n",
"| | |--- AT > 20.42\n",
"| | | |--- AT <= 22.75\n",
"| | | | |--- AFDP <= 4.25\n",
"| | | | | |--- TEY <= 103.75\n",
"| | | | | | |--- AT <= 22.49\n",
"| | | | | | | |--- AP <= 1019.30\n",
"| | | | | | | | |--- AP <= 1005.55\n",
"| | | | | | | | | |--- value: [71.65]\n",
"| | | | | | | | |--- AP > 1005.55\n",
"| | | | | | | | | |--- AFDP <= 2.59\n",
"| | | | | | | | | | |--- value: [68.88]\n",
"| | | | | | | | | |--- AFDP > 2.59\n",
"| | | | | | | | | | |--- AFDP <= 2.76\n",
"| | | | | | | | | | | |--- value: [54.05]\n",
"| | | | | | | | | | |--- AFDP > 2.76\n",
"| | | | | | | | | | | |--- value: [63.17]\n",
"| | | | | | | |--- AP > 1019.30\n",
"| | | | | | | | |--- value: [82.25]\n",
"| | | | | | |--- AT > 22.49\n",
"| | | | | | | |--- value: [45.74]\n",
"| | | | | |--- TEY > 103.75\n",
"| | | | | | |--- TEY <= 127.48\n",
"| | | | | | | |--- AP <= 1001.20\n",
"| | | | | | | | |--- value: [67.06]\n",
"| | | | | | | |--- AP > 1001.20\n",
"| | | | | | | | |--- AFDP <= 2.67\n",
"| | | | | | | | | |--- TEY <= 110.10\n",
"| | | | | | | | | | |--- AP <= 1014.30\n",
"| | | | | | | | | | | |--- value: [63.23]\n",
"| | | | | | | | | | |--- AP > 1014.30\n",
"| | | | | | | | | | | |--- value: [54.08]\n",
"| | | | | | | | | |--- TEY > 110.10\n",
"| | | | | | | | | | |--- value: [75.51]\n",
"| | | | | | | | |--- AFDP > 2.67\n",
"| | | | | | | | | |--- AT <= 21.66\n",
"| | | | | | | | | | |--- AFDP <= 3.84\n",
"| | | | | | | | | | | |--- value: [55.57]\n",
"| | | | | | | | | | |--- AFDP > 3.84\n",
"| | | | | | | | | | | |--- value: [59.06]\n",
"| | | | | | | | | |--- AT > 21.66\n",
"| | | | | | | | | | |--- AP <= 1011.65\n",
"| | | | | | | | | | | |--- value: [53.15]\n",
"| | | | | | | | | | |--- AP > 1011.65\n",
"| | | | | | | | | | | |--- value: [55.47]\n",
"| | | | | | |--- TEY > 127.48\n",
"| | | | | | | |--- TEY <= 131.67\n",
"| | | | | | | | |--- TEY <= 127.98\n",
"| | | | | | | | | |--- AFDP <= 3.80\n",
"| | | | | | | | | | |--- AP <= 1008.75\n",
"| | | | | | | | | | | |--- value: [53.84]\n",
"| | | | | | | | | | |--- AP > 1008.75\n",
"| | | | | | | | | | | |--- value: [51.51]\n",
"| | | | | | | | | |--- AFDP > 3.80\n",
"| | | | | | | | | | |--- AFDP <= 3.90\n",
"| | | | | | | | | | | |--- value: [45.96]\n",
"| | | | | | | | | | |--- AFDP > 3.90\n",
"| | | | | | | | | | | |--- value: [50.08]\n",
"| | | | | | | | |--- TEY > 127.98\n",
"| | | | | | | | | |--- AFDP <= 3.48\n",
"| | | | | | | | | | |--- AT <= 20.44\n",
"| | | | | | | | | | | |--- value: [63.95]\n",
"| | | | | | | | | | |--- AT > 20.44\n",
"| | | | | | | | | | | |--- value: [49.12]\n",
"| | | | | | | | | |--- AFDP > 3.48\n",
"| | | | | | | | | | |--- AFDP <= 3.79\n",
"| | | | | | | | | | | |--- value: [55.24]\n",
"| | | | | | | | | | |--- AFDP > 3.79\n",
"| | | | | | | | | | | |--- value: [52.16]\n",
"| | | | | | | |--- TEY > 131.67\n",
"| | | | | | | | |--- AFDP <= 3.73\n",
"| | | | | | | | | |--- value: [64.57]\n",
"| | | | | | | | |--- AFDP > 3.73\n",
"| | | | | | | | | |--- AT <= 21.43\n",
"| | | | | | | | | | |--- value: [51.20]\n",
"| | | | | | | | | |--- AT > 21.43\n",
"| | | | | | | | | | |--- value: [57.71]\n",
"| | | | |--- AFDP > 4.25\n",
"| | | | | |--- AFDP <= 4.97\n",
"| | | | | | |--- TEY <= 121.69\n",
"| | | | | | | |--- AP <= 1014.35\n",
"| | | | | | | | |--- AFDP <= 4.46\n",
"| | | | | | | | | |--- TEY <= 113.07\n",
"| | | | | | | | | | |--- TEY <= 110.87\n",
"| | | | | | | | | | | |--- value: [65.63]\n",
"| | | | | | | | | | |--- TEY > 110.87\n",
"| | | | | | | | | | | |--- value: [61.92]\n",
"| | | | | | | | | |--- TEY > 113.07\n",
"| | | | | | | | | | |--- value: [56.05]\n",
"| | | | | | | | |--- AFDP > 4.46\n",
"| | | | | | | | | |--- value: [67.64]\n",
"| | | | | | | |--- AP > 1014.35\n",
"| | | | | | | | |--- value: [73.04]\n",
"| | | | | | |--- TEY > 121.69\n",
"| | | | | | | |--- AP <= 1012.80\n",
"| | | | | | | | |--- AFDP <= 4.37\n",
"| | | | | | | | | |--- value: [59.62]\n",
"| | | | | | | | |--- AFDP > 4.37\n",
"| | | | | | | | | |--- AFDP <= 4.62\n",
"| | | | | | | | | | |--- TEY <= 128.53\n",
"| | | | | | | | | | | |--- value: [56.06]\n",
"| | | | | | | | | | |--- TEY > 128.53\n",
"| | | | | | | | | | | |--- value: [53.51]\n",
"| | | | | | | | | |--- AFDP > 4.62\n",
"| | | | | | | | | | |--- value: [57.52]\n",
"| | | | | | | |--- AP > 1012.80\n",
"| | | | | | | | |--- AP <= 1015.20\n",
"| | | | | | | | | |--- AP <= 1014.50\n",
"| | | | | | | | | | |--- value: [61.69]\n",
"| | | | | | | | | |--- AP > 1014.50\n",
"| | | | | | | | | | |--- value: [71.82]\n",
"| | | | | | | | |--- AP > 1015.20\n",
"| | | | | | | | | |--- TEY <= 131.21\n",
"| | | | | | | | | | |--- AP <= 1022.65\n",
"| | | | | | | | | | | |--- value: [56.76]\n",
"| | | | | | | | | | |--- AP > 1022.65\n",
"| | | | | | | | | | | |--- value: [60.89]\n",
"| | | | | | | | | |--- TEY > 131.21\n",
"| | | | | | | | | | |--- value: [65.21]\n",
"| | | | | |--- AFDP > 4.97\n",
"| | | | | | |--- value: [69.65]\n",
"| | | |--- AT > 22.75\n",
"| | | | |--- AFDP <= 4.34\n",
"| | | | | |--- TEY <= 130.00\n",
"| | | | | | |--- AP <= 1013.35\n",
"| | | | | | | |--- TEY <= 106.42\n",
"| | | | | | | | |--- AFDP <= 2.94\n",
"| | | | | | | | | |--- AT <= 25.57\n",
"| | | | | | | | | | |--- AFDP <= 2.80\n",
"| | | | | | | | | | | |--- value: [54.86]\n",
"| | | | | | | | | | |--- AFDP > 2.80\n",
"| | | | | | | | | | | |--- value: [63.40]\n",
"| | | | | | | | | |--- AT > 25.57\n",
"| | | | | | | | | | |--- value: [51.94]\n",
"| | | | | | | | |--- AFDP > 2.94\n",
"| | | | | | | | | |--- TEY <= 102.90\n",
"| | | | | | | | | | |--- value: [68.17]\n",
"| | | | | | | | | |--- TEY > 102.90\n",
"| | | | | | | | | | |--- AFDP <= 3.72\n",
"| | | | | | | | | | | |--- value: [52.33]\n",
"| | | | | | | | | | |--- AFDP > 3.72\n",
"| | | | | | | | | | | |--- value: [56.12]\n",
"| | | | | | | |--- TEY > 106.42\n",
"| | | | | | | | |--- AFDP <= 2.70\n",
"| | | | | | | | | |--- value: [67.21]\n",
"| | | | | | | | |--- AFDP > 2.70\n",
"| | | | | | | | | |--- AFDP <= 4.21\n",
"| | | | | | | | | | |--- AFDP <= 3.87\n",
"| | | | | | | | | | | |--- value: [51.45]\n",
"| | | | | | | | | | |--- AFDP > 3.87\n",
"| | | | | | | | | | | |--- value: [49.54]\n",
"| | | | | | | | | |--- AFDP > 4.21\n",
"| | | | | | | | | | |--- TEY <= 109.94\n",
"| | | | | | | | | | | |--- value: [66.41]\n",
"| | | | | | | | | | |--- TEY > 109.94\n",
"| | | | | | | | | | | |--- value: [52.66]\n",
"| | | | | | |--- AP > 1013.35\n",
"| | | | | | | |--- TEY <= 111.82\n",
"| | | | | | | | |--- TEY <= 106.23\n",
"| | | | | | | | | |--- AFDP <= 3.51\n",
"| | | | | | | | | | |--- TEY <= 102.97\n",
"| | | | | | | | | | | |--- value: [51.63]\n",
"| | | | | | | | | | |--- TEY > 102.97\n",
"| | | | | | | | | | | |--- value: [55.44]\n",
"| | | | | | | | | |--- AFDP > 3.51\n",
"| | | | | | | | | | |--- value: [65.36]\n",
"| | | | | | | | |--- TEY > 106.23\n",
"| | | | | | | | | |--- TEY <= 110.76\n",
"| | | | | | | | | | |--- AFDP <= 3.24\n",
"| | | | | | | | | | | |--- value: [50.74]\n",
"| | | | | | | | | | |--- AFDP > 3.24\n",
"| | | | | | | | | | | |--- value: [52.39]\n",
"| | | | | | | | | |--- TEY > 110.76\n",
"| | | | | | | | | | |--- AFDP <= 3.39\n",
"| | | | | | | | | | | |--- value: [53.89]\n",
"| | | | | | | | | | |--- AFDP > 3.39\n",
"| | | | | | | | | | | |--- value: [51.11]\n",
"| | | | | | | |--- TEY > 111.82\n",
"| | | | | | | | |--- AT <= 26.73\n",
"| | | | | | | | | |--- AFDP <= 4.04\n",
"| | | | | | | | | | |--- AP <= 1018.45\n",
"| | | | | | | | | | | |--- value: [55.26]\n",
"| | | | | | | | | | |--- AP > 1018.45\n",
"| | | | | | | | | | | |--- value: [50.75]\n",
"| | | | | | | | | |--- AFDP > 4.04\n",
"| | | | | | | | | | |--- AT <= 23.21\n",
"| | | | | | | | | | | |--- value: [55.58]\n",
"| | | | | | | | | | |--- AT > 23.21\n",
"| | | | | | | | | | | |--- value: [62.80]\n",
"| | | | | | | | |--- AT > 26.73\n",
"| | | | | | | | | |--- AFDP <= 3.98\n",
"| | | | | | | | | | |--- AFDP <= 3.60\n",
"| | | | | | | | | | | |--- value: [52.85]\n",
"| | | | | | | | | | |--- AFDP > 3.60\n",
"| | | | | | | | | | | |--- value: [55.96]\n",
"| | | | | | | | | |--- AFDP > 3.98\n",
"| | | | | | | | | | |--- TEY <= 129.35\n",
"| | | | | | | | | | | |--- value: [51.05]\n",
"| | | | | | | | | | |--- TEY > 129.35\n",
"| | | | | | | | | | | |--- value: [59.46]\n",
"| | | | | |--- TEY > 130.00\n",
"| | | | | | |--- AT <= 28.02\n",
"| | | | | | | |--- AFDP <= 3.86\n",
"| | | | | | | | |--- AFDP <= 3.69\n",
"| | | | | | | | | |--- AP <= 1009.75\n",
"| | | | | | | | | | |--- value: [54.12]\n",
"| | | | | | | | | |--- AP > 1009.75\n",
"| | | | | | | | | | |--- AFDP <= 3.49\n",
"| | | | | | | | | | | |--- value: [58.44]\n",
"| | | | | | | | | | |--- AFDP > 3.49\n",
"| | | | | | | | | | | |--- value: [63.86]\n",
"| | | | | | | | |--- AFDP > 3.69\n",
"| | | | | | | | | |--- AP <= 1010.95\n",
"| | | | | | | | | | |--- TEY <= 131.78\n",
"| | | | | | | | | | | |--- value: [57.17]\n",
"| | | | | | | | | | |--- TEY > 131.78\n",
"| | | | | | | | | | | |--- value: [69.12]\n",
"| | | | | | | | | |--- AP > 1010.95\n",
"| | | | | | | | | | |--- TEY <= 131.18\n",
"| | | | | | | | | | | |--- value: [55.59]\n",
"| | | | | | | | | | |--- TEY > 131.18\n",
"| | | | | | | | | | | |--- value: [51.67]\n",
"| | | | | | | |--- AFDP > 3.86\n",
"| | | | | | | | |--- AFDP <= 3.99\n",
"| | | | | | | | | |--- AP <= 1007.30\n",
"| | | | | | | | | | |--- value: [60.27]\n",
"| | | | | | | | | |--- AP > 1007.30\n",
"| | | | | | | | | | |--- AP <= 1012.95\n",
"| | | | | | | | | | | |--- value: [47.66]\n",
"| | | | | | | | | | |--- AP > 1012.95\n",
"| | | | | | | | | | | |--- value: [53.61]\n",
"| | | | | | | | |--- AFDP > 3.99\n",
"| | | | | | | | | |--- AP <= 1002.30\n",
"| | | | | | | | | | |--- value: [72.58]\n",
"| | | | | | | | | |--- AP > 1002.30\n",
"| | | | | | | | | | |--- AP <= 1006.10\n",
"| | | | | | | | | | | |--- value: [51.98]\n",
"| | | | | | | | | | |--- AP > 1006.10\n",
"| | | | | | | | | | | |--- value: [57.91]\n",
"| | | | | | |--- AT > 28.02\n",
"| | | | | | | |--- AT <= 28.04\n",
"| | | | | | | | |--- value: [102.33]\n",
"| | | | | | | |--- AT > 28.04\n",
"| | | | | | | | |--- TEY <= 131.65\n",
"| | | | | | | | | |--- AFDP <= 4.12\n",
"| | | | | | | | | | |--- AFDP <= 3.96\n",
"| | | | | | | | | | | |--- value: [58.07]\n",
"| | | | | | | | | | |--- AFDP > 3.96\n",
"| | | | | | | | | | | |--- value: [54.41]\n",
"| | | | | | | | | |--- AFDP > 4.12\n",
"| | | | | | | | | | |--- value: [61.43]\n",
"| | | | | | | | |--- TEY > 131.65\n",
"| | | | | | | | | |--- value: [62.78]\n",
"| | | | |--- AFDP > 4.34\n",
"| | | | | |--- AP <= 1015.20\n",
"| | | | | | |--- AFDP <= 4.74\n",
"| | | | | | | |--- AT <= 29.37\n",
"| | | | | | | | |--- AP <= 1008.50\n",
"| | | | | | | | | |--- AFDP <= 4.65\n",
"| | | | | | | | | | |--- AT <= 25.83\n",
"| | | | | | | | | | | |--- value: [60.89]\n",
"| | | | | | | | | | |--- AT > 25.83\n",
"| | | | | | | | | | | |--- value: [57.56]\n",
"| | | | | | | | | |--- AFDP > 4.65\n",
"| | | | | | | | | | |--- value: [66.58]\n",
"| | | | | | | | |--- AP > 1008.50\n",
"| | | | | | | | | |--- TEY <= 124.88\n",
"| | | | | | | | | | |--- AT <= 23.16\n",
"| | | | | | | | | | | |--- value: [65.16]\n",
"| | | | | | | | | | |--- AT > 23.16\n",
"| | | | | | | | | | | |--- value: [53.07]\n",
"| | | | | | | | | |--- TEY > 124.88\n",
"| | | | | | | | | | |--- AFDP <= 4.55\n",
"| | | | | | | | | | | |--- value: [59.83]\n",
"| | | | | | | | | | |--- AFDP > 4.55\n",
"| | | | | | | | | | | |--- value: [56.13]\n",
"| | | | | | | |--- AT > 29.37\n",
"| | | | | | | | |--- AP <= 1009.60\n",
"| | | | | | | | | |--- TEY <= 127.86\n",
"| | | | | | | | | | |--- value: [50.24]\n",
"| | | | | | | | | |--- TEY > 127.86\n",
"| | | | | | | | | | |--- AFDP <= 4.36\n",
"| | | | | | | | | | | |--- value: [55.71]\n",
"| | | | | | | | | | |--- AFDP > 4.36\n",
"| | | | | | | | | | | |--- value: [52.92]\n",
"| | | | | | | | |--- AP > 1009.60\n",
"| | | | | | | | | |--- value: [57.61]\n",
"| | | | | | |--- AFDP > 4.74\n",
"| | | | | | | |--- AT <= 24.21\n",
"| | | | | | | | |--- value: [68.62]\n",
"| | | | | | | |--- AT > 24.21\n",
"| | | | | | | | |--- AP <= 1008.55\n",
"| | | | | | | | | |--- value: [67.95]\n",
"| | | | | | | | |--- AP > 1008.55\n",
"| | | | | | | | | |--- TEY <= 130.88\n",
"| | | | | | | | | | |--- AT <= 28.09\n",
"| | | | | | | | | | | |--- value: [56.33]\n",
"| | | | | | | | | | |--- AT > 28.09\n",
"| | | | | | | | | | | |--- value: [61.54]\n",
"| | | | | | | | | |--- TEY > 130.88\n",
"| | | | | | | | | | |--- value: [61.61]\n",
"| | | | | |--- AP > 1015.20\n",
"| | | | | | |--- AT <= 24.31\n",
"| | | | | | | |--- value: [56.77]\n",
"| | | | | | |--- AT > 24.31\n",
"| | | | | | | |--- value: [75.10]\n",
"| |--- TEY > 131.89\n",
"| | |--- TEY <= 136.65\n",
"| | | |--- AFDP <= 3.45\n",
"| | | | |--- AP <= 1019.80\n",
"| | | | | |--- AP <= 1003.00\n",
"| | | | | | |--- AFDP <= 3.25\n",
"| | | | | | | |--- AT <= 18.72\n",
"| | | | | | | | |--- AP <= 1001.50\n",
"| | | | | | | | | |--- value: [70.73]\n",
"| | | | | | | | |--- AP > 1001.50\n",
"| | | | | | | | | |--- value: [74.47]\n",
"| | | | | | | |--- AT > 18.72\n",
"| | | | | | | | |--- value: [77.84]\n",
"| | | | | | |--- AFDP > 3.25\n",
"| | | | | | | |--- AFDP <= 3.38\n",
"| | | | | | | | |--- AT <= 17.06\n",
"| | | | | | | | | |--- value: [74.08]\n",
"| | | | | | | | |--- AT > 17.06\n",
"| | | | | | | | | |--- AT <= 17.33\n",
"| | | | | | | | | | |--- value: [84.05]\n",
"| | | | | | | | | |--- AT > 17.33\n",
"| | | | | | | | | | |--- AP <= 996.41\n",
"| | | | | | | | | | | |--- value: [81.44]\n",
"| | | | | | | | | | |--- AP > 996.41\n",
"| | | | | | | | | | | |--- value: [79.31]\n",
"| | | | | | | |--- AFDP > 3.38\n",
"| | | | | | | | |--- value: [86.09]\n",
"| | | | | |--- AP > 1003.00\n",
"| | | | | | |--- AP <= 1015.95\n",
"| | | | | | | |--- AT <= 19.73\n",
"| | | | | | | | |--- AFDP <= 3.30\n",
"| | | | | | | | | |--- AT <= 17.39\n",
"| | | | | | | | | | |--- AFDP <= 3.21\n",
"| | | | | | | | | | | |--- value: [69.50]\n",
"| | | | | | | | | | |--- AFDP > 3.21\n",
"| | | | | | | | | | | |--- value: [63.41]\n",
"| | | | | | | | | |--- AT > 17.39\n",
"| | | | | | | | | | |--- AFDP <= 3.28\n",
"| | | | | | | | | | | |--- value: [71.28]\n",
"| | | | | | | | | | |--- AFDP > 3.28\n",
"| | | | | | | | | | | |--- value: [78.34]\n",
"| | | | | | | | |--- AFDP > 3.30\n",
"| | | | | | | | | |--- TEY <= 134.46\n",
"| | | | | | | | | | |--- TEY <= 133.94\n",
"| | | | | | | | | | | |--- value: [67.55]\n",
"| | | | | | | | | | |--- TEY > 133.94\n",
"| | | | | | | | | | | |--- value: [64.11]\n",
"| | | | | | | | | |--- TEY > 134.46\n",
"| | | | | | | | | | |--- AP <= 1004.30\n",
"| | | | | | | | | | | |--- value: [79.93]\n",
"| | | | | | | | | | |--- AP > 1004.30\n",
"| | | | | | | | | | | |--- value: [68.45]\n",
"| | | | | | | |--- AT > 19.73\n",
"| | | | | | | | |--- AT <= 19.96\n",
"| | | | | | | | | |--- value: [76.06]\n",
"| | | | | | | | |--- AT > 19.96\n",
"| | | | | | | | | |--- AP <= 1010.05\n",
"| | | | | | | | | | |--- AFDP <= 3.41\n",
"| | | | | | | | | | | |--- value: [72.47]\n",
"| | | | | | | | | | |--- AFDP > 3.41\n",
"| | | | | | | | | | | |--- value: [75.70]\n",
"| | | | | | | | | |--- AP > 1010.05\n",
"| | | | | | | | | | |--- value: [69.38]\n",
"| | | | | | |--- AP > 1015.95\n",
"| | | | | | | |--- AFDP <= 3.22\n",
"| | | | | | | | |--- TEY <= 132.76\n",
"| | | | | | | | | |--- value: [71.08]\n",
"| | | | | | | | |--- TEY > 132.76\n",
"| | | | | | | | | |--- AP <= 1017.15\n",
"| | | | | | | | | | |--- AFDP <= 2.91\n",
"| | | | | | | | | | | |--- value: [61.39]\n",
"| | | | | | | | | | |--- AFDP > 2.91\n",
"| | | | | | | | | | | |--- value: [59.28]\n",
"| | | | | | | | | |--- AP > 1017.15\n",
"| | | | | | | | | | |--- value: [57.56]\n",
"| | | | | | | |--- AFDP > 3.22\n",
"| | | | | | | | |--- AFDP <= 3.26\n",
"| | | | | | | | | |--- value: [72.22]\n",
"| | | | | | | | |--- AFDP > 3.26\n",
"| | | | | | | | | |--- AP <= 1016.30\n",
"| | | | | | | | | | |--- value: [70.29]\n",
"| | | | | | | | | |--- AP > 1016.30\n",
"| | | | | | | | | | |--- AFDP <= 3.31\n",
"| | | | | | | | | | | |--- value: [61.23]\n",
"| | | | | | | | | | |--- AFDP > 3.31\n",
"| | | | | | | | | | | |--- value: [65.79]\n",
"| | | | |--- AP > 1019.80\n",
"| | | | | |--- AFDP <= 3.31\n",
"| | | | | | |--- AT <= 18.05\n",
"| | | | | | | |--- value: [82.82]\n",
"| | | | | | |--- AT > 18.05\n",
"| | | | | | | |--- AFDP <= 3.20\n",
"| | | | | | | | |--- value: [100.06]\n",
"| | | | | | | |--- AFDP > 3.20\n",
"| | | | | | | | |--- AP <= 1027.45\n",
"| | | | | | | | | |--- value: [90.37]\n",
"| | | | | | | | |--- AP > 1027.45\n",
"| | | | | | | | | |--- value: [93.30]\n",
"| | | | | |--- AFDP > 3.31\n",
"| | | | | | |--- value: [72.49]\n",
"| | | |--- AFDP > 3.45\n",
"| | | | |--- AFDP <= 4.76\n",
"| | | | | |--- AP <= 999.62\n",
"| | | | | | |--- AFDP <= 4.15\n",
"| | | | | | | |--- value: [63.25]\n",
"| | | | | | |--- AFDP > 4.15\n",
"| | | | | | | |--- AFDP <= 4.28\n",
"| | | | | | | | |--- value: [72.88]\n",
"| | | | | | | |--- AFDP > 4.28\n",
"| | | | | | | | |--- AP <= 998.15\n",
"| | | | | | | | | |--- AT <= 17.91\n",
"| | | | | | | | | | |--- value: [76.61]\n",
"| | | | | | | | | |--- AT > 17.91\n",
"| | | | | | | | | | |--- AP <= 988.80\n",
"| | | | | | | | | | | |--- value: [78.38]\n",
"| | | | | | | | | | |--- AP > 988.80\n",
"| | | | | | | | | | | |--- value: [77.53]\n",
"| | | | | | | | |--- AP > 998.15\n",
"| | | | | | | | | |--- value: [75.73]\n",
"| | | | | |--- AP > 999.62\n",
"| | | | | | |--- TEY <= 132.22\n",
"| | | | | | | |--- AFDP <= 3.99\n",
"| | | | | | | | |--- AFDP <= 3.73\n",
"| | | | | | | | | |--- AP <= 1005.45\n",
"| | | | | | | | | | |--- value: [53.12]\n",
"| | | | | | | | | |--- AP > 1005.45\n",
"| | | | | | | | | | |--- value: [62.56]\n",
"| | | | | | | | |--- AFDP > 3.73\n",
"| | | | | | | | | |--- AP <= 1003.80\n",
"| | | | | | | | | | |--- value: [66.10]\n",
"| | | | | | | | | |--- AP > 1003.80\n",
"| | | | | | | | | | |--- TEY <= 131.95\n",
"| | | | | | | | | | | |--- value: [56.36]\n",
"| | | | | | | | | | |--- TEY > 131.95\n",
"| | | | | | | | | | | |--- value: [52.31]\n",
"| | | | | | | |--- AFDP > 3.99\n",
"| | | | | | | | |--- AFDP <= 4.00\n",
"| | | | | | | | | |--- value: [69.26]\n",
"| | | | | | | | |--- AFDP > 4.00\n",
"| | | | | | | | | |--- AFDP <= 4.09\n",
"| | | | | | | | | | |--- value: [57.82]\n",
"| | | | | | | | | |--- AFDP > 4.09\n",
"| | | | | | | | | | |--- AP <= 1013.25\n",
"| | | | | | | | | | | |--- value: [60.09]\n",
"| | | | | | | | | | |--- AP > 1013.25\n",
"| | | | | | | | | | | |--- value: [63.68]\n",
"| | | | | | |--- TEY > 132.22\n",
"| | | | | | | |--- AP <= 1017.05\n",
"| | | | | | | | |--- AT <= 27.89\n",
"| | | | | | | | | |--- AFDP <= 4.02\n",
"| | | | | | | | | | |--- AP <= 1013.45\n",
"| | | | | | | | | | | |--- value: [63.38]\n",
"| | | | | | | | | | |--- AP > 1013.45\n",
"| | | | | | | | | | | |--- value: [61.49]\n",
"| | | | | | | | | |--- AFDP > 4.02\n",
"| | | | | | | | | | |--- AT <= 20.92\n",
"| | | | | | | | | | | |--- value: [66.60]\n",
"| | | | | | | | | | |--- AT > 20.92\n",
"| | | | | | | | | | | |--- value: [63.67]\n",
"| | | | | | | | |--- AT > 27.89\n",
"| | | | | | | | | |--- AP <= 1010.55\n",
"| | | | | | | | | | |--- AFDP <= 4.42\n",
"| | | | | | | | | | | |--- value: [63.75]\n",
"| | | | | | | | | | |--- AFDP > 4.42\n",
"| | | | | | | | | | | |--- value: [66.50]\n",
"| | | | | | | | | |--- AP > 1010.55\n",
"| | | | | | | | | | |--- AT <= 32.67\n",
"| | | | | | | | | | | |--- value: [66.43]\n",
"| | | | | | | | | | |--- AT > 32.67\n",
"| | | | | | | | | | | |--- value: [73.55]\n",
"| | | | | | | |--- AP > 1017.05\n",
"| | | | | | | | |--- AP <= 1021.75\n",
"| | | | | | | | | |--- AFDP <= 4.50\n",
"| | | | | | | | | | |--- AT <= 24.28\n",
"| | | | | | | | | | | |--- value: [65.78]\n",
"| | | | | | | | | | |--- AT > 24.28\n",
"| | | | | | | | | | | |--- value: [68.66]\n",
"| | | | | | | | | |--- AFDP > 4.50\n",
"| | | | | | | | | | |--- AFDP <= 4.66\n",
"| | | | | | | | | | | |--- value: [61.63]\n",
"| | | | | | | | | | |--- AFDP > 4.66\n",
"| | | | | | | | | | | |--- value: [65.41]\n",
"| | | | | | | | |--- AP > 1021.75\n",
"| | | | | | | | | |--- AFDP <= 4.56\n",
"| | | | | | | | | | |--- AFDP <= 4.24\n",
"| | | | | | | | | | | |--- value: [70.39]\n",
"| | | | | | | | | | |--- AFDP > 4.24\n",
"| | | | | | | | | | | |--- value: [64.92]\n",
"| | | | | | | | | |--- AFDP > 4.56\n",
"| | | | | | | | | | |--- value: [74.65]\n",
"| | | | |--- AFDP > 4.76\n",
"| | | | | |--- AT <= 24.07\n",
"| | | | | | |--- AP <= 1014.35\n",
"| | | | | | | |--- AP <= 1007.55\n",
"| | | | | | | | |--- AT <= 22.88\n",
"| | | | | | | | | |--- AT <= 22.80\n",
"| | | | | | | | | | |--- AFDP <= 4.99\n",
"| | | | | | | | | | | |--- value: [72.23]\n",
"| | | | | | | | | | |--- AFDP > 4.99\n",
"| | | | | | | | | | | |--- value: [70.62]\n",
"| | | | | | | | | |--- AT > 22.80\n",
"| | | | | | | | | | |--- value: [60.25]\n",
"| | | | | | | | |--- AT > 22.88\n",
"| | | | | | | | | |--- AP <= 1006.95\n",
"| | | | | | | | | | |--- value: [72.03]\n",
"| | | | | | | | | |--- AP > 1006.95\n",
"| | | | | | | | | | |--- value: [77.38]\n",
"| | | | | | | |--- AP > 1007.55\n",
"| | | | | | | | |--- TEY <= 134.62\n",
"| | | | | | | | | |--- TEY <= 134.43\n",
"| | | | | | | | | | |--- TEY <= 133.62\n",
"| | | | | | | | | | | |--- value: [67.20]\n",
"| | | | | | | | | | |--- TEY > 133.62\n",
"| | | | | | | | | | | |--- value: [70.25]\n",
"| | | | | | | | | |--- TEY > 134.43\n",
"| | | | | | | | | | |--- value: [77.86]\n",
"| | | | | | | | |--- TEY > 134.62\n",
"| | | | | | | | | |--- AFDP <= 5.27\n",
"| | | | | | | | | | |--- AT <= 22.12\n",
"| | | | | | | | | | | |--- value: [66.09]\n",
"| | | | | | | | | | |--- AT > 22.12\n",
"| | | | | | | | | | | |--- value: [60.29]\n",
"| | | | | | | | | |--- AFDP > 5.27\n",
"| | | | | | | | | | |--- value: [73.94]\n",
"| | | | | | |--- AP > 1014.35\n",
"| | | | | | | |--- AP <= 1016.15\n",
"| | | | | | | | |--- AFDP <= 5.12\n",
"| | | | | | | | | |--- value: [72.02]\n",
"| | | | | | | | |--- AFDP > 5.12\n",
"| | | | | | | | | |--- TEY <= 132.89\n",
"| | | | | | | | | | |--- value: [70.75]\n",
"| | | | | | | | | |--- TEY > 132.89\n",
"| | | | | | | | | | |--- AT <= 21.16\n",
"| | | | | | | | | | | |--- value: [79.96]\n",
"| | | | | | | | | | |--- AT > 21.16\n",
"| | | | | | | | | | | |--- value: [85.13]\n",
"| | | | | | | |--- AP > 1016.15\n",
"| | | | | | | | |--- AT <= 18.54\n",
"| | | | | | | | | |--- value: [76.41]\n",
"| | | | | | | | |--- AT > 18.54\n",
"| | | | | | | | | |--- TEY <= 132.80\n",
"| | | | | | | | | | |--- value: [79.03]\n",
"| | | | | | | | | |--- TEY > 132.80\n",
"| | | | | | | | | | |--- AT <= 22.25\n",
"| | | | | | | | | | | |--- value: [68.58]\n",
"| | | | | | | | | | |--- AT > 22.25\n",
"| | | | | | | | | | | |--- value: [73.28]\n",
"| | | | | |--- AT > 24.07\n",
"| | | | | | |--- AT <= 29.80\n",
"| | | | | | | |--- AP <= 1012.95\n",
"| | | | | | | | |--- AFDP <= 5.76\n",
"| | | | | | | | | |--- AP <= 1011.95\n",
"| | | | | | | | | | |--- AFDP <= 4.78\n",
"| | | | | | | | | | | |--- value: [71.17]\n",
"| | | | | | | | | | |--- AFDP > 4.78\n",
"| | | | | | | | | | | |--- value: [63.40]\n",
"| | | | | | | | | |--- AP > 1011.95\n",
"| | | | | | | | | | |--- AP <= 1012.55\n",
"| | | | | | | | | | | |--- value: [58.69]\n",
"| | | | | | | | | | |--- AP > 1012.55\n",
"| | | | | | | | | | | |--- value: [62.92]\n",
"| | | | | | | | |--- AFDP > 5.76\n",
"| | | | | | | | | |--- value: [79.75]\n",
"| | | | | | | |--- AP > 1012.95\n",
"| | | | | | | | |--- AFDP <= 5.00\n",
"| | | | | | | | | |--- AT <= 24.60\n",
"| | | | | | | | | | |--- value: [58.95]\n",
"| | | | | | | | | |--- AT > 24.60\n",
"| | | | | | | | | | |--- AFDP <= 4.94\n",
"| | | | | | | | | | | |--- value: [65.60]\n",
"| | | | | | | | | | |--- AFDP > 4.94\n",
"| | | | | | | | | | | |--- value: [67.95]\n",
"| | | | | | | | |--- AFDP > 5.00\n",
"| | | | | | | | | |--- TEY <= 133.17\n",
"| | | | | | | | | | |--- value: [86.82]\n",
"| | | | | | | | | |--- TEY > 133.17\n",
"| | | | | | | | | | |--- TEY <= 133.71\n",
"| | | | | | | | | | | |--- value: [74.22]\n",
"| | | | | | | | | | |--- TEY > 133.71\n",
"| | | | | | | | | | | |--- value: [69.64]\n",
"| | | | | | |--- AT > 29.80\n",
"| | | | | | | |--- AT <= 32.04\n",
"| | | | | | | | |--- TEY <= 133.88\n",
"| | | | | | | | | |--- AFDP <= 5.05\n",
"| | | | | | | | | | |--- value: [62.98]\n",
"| | | | | | | | | |--- AFDP > 5.05\n",
"| | | | | | | | | | |--- value: [65.91]\n",
"| | | | | | | | |--- TEY > 133.88\n",
"| | | | | | | | | |--- AP <= 1009.60\n",
"| | | | | | | | | | |--- value: [65.36]\n",
"| | | | | | | | | |--- AP > 1009.60\n",
"| | | | | | | | | | |--- AFDP <= 5.35\n",
"| | | | | | | | | | | |--- value: [71.94]\n",
"| | | | | | | | | | |--- AFDP > 5.35\n",
"| | | | | | | | | | | |--- value: [65.66]\n",
"| | | | | | | |--- AT > 32.04\n",
"| | | | | | | | |--- value: [73.99]\n",
"| | |--- TEY > 136.65\n",
"| | | |--- AT <= 21.70\n",
"| | | | |--- AP <= 1020.65\n",
"| | | | | |--- AFDP <= 5.60\n",
"| | | | | | |--- AFDP <= 4.18\n",
"| | | | | | | |--- TEY <= 145.94\n",
"| | | | | | | | |--- AFDP <= 3.57\n",
"| | | | | | | | | |--- AT <= 20.63\n",
"| | | | | | | | | | |--- TEY <= 140.49\n",
"| | | | | | | | | | | |--- value: [63.13]\n",
"| | | | | | | | | | |--- TEY > 140.49\n",
"| | | | | | | | | | | |--- value: [73.11]\n",
"| | | | | | | | | |--- AT > 20.63\n",
"| | | | | | | | | | |--- value: [81.20]\n",
"| | | | | | | | |--- AFDP > 3.57\n",
"| | | | | | | | | |--- TEY <= 143.14\n",
"| | | | | | | | | | |--- AP <= 1013.05\n",
"| | | | | | | | | | | |--- value: [59.05]\n",
"| | | | | | | | | | |--- AP > 1013.05\n",
"| | | | | | | | | | | |--- value: [56.12]\n",
"| | | | | | | | | |--- TEY > 143.14\n",
"| | | | | | | | | | |--- AFDP <= 3.81\n",
"| | | | | | | | | | | |--- value: [75.37]\n",
"| | | | | | | | | | |--- AFDP > 3.81\n",
"| | | | | | | | | | | |--- value: [59.73]\n",
"| | | | | | | |--- TEY > 145.94\n",
"| | | | | | | | |--- AFDP <= 3.69\n",
"| | | | | | | | | |--- value: [47.11]\n",
"| | | | | | | | |--- AFDP > 3.69\n",
"| | | | | | | | | |--- AFDP <= 4.12\n",
"| | | | | | | | | | |--- TEY <= 157.29\n",
"| | | | | | | | | | | |--- value: [74.39]\n",
"| | | | | | | | | | |--- TEY > 157.29\n",
"| | | | | | | | | | | |--- value: [42.58]\n",
"| | | | | | | | | |--- AFDP > 4.12\n",
"| | | | | | | | | | |--- TEY <= 151.94\n",
"| | | | | | | | | | | |--- value: [59.17]\n",
"| | | | | | | | | | |--- TEY > 151.94\n",
"| | | | | | | | | | | |--- value: [69.68]\n",
"| | | | | | |--- AFDP > 4.18\n",
"| | | | | | | |--- AFDP <= 4.41\n",
"| | | | | | | | |--- TEY <= 147.98\n",
"| | | | | | | | | |--- TEY <= 144.32\n",
"| | | | | | | | | | |--- TEY <= 137.27\n",
"| | | | | | | | | | | |--- value: [75.75]\n",
"| | | | | | | | | | |--- TEY > 137.27\n",
"| | | | | | | | | | | |--- value: [58.89]\n",
"| | | | | | | | | |--- TEY > 144.32\n",
"| | | | | | | | | | |--- AP <= 1012.65\n",
"| | | | | | | | | | | |--- value: [76.30]\n",
"| | | | | | | | | | |--- AP > 1012.65\n",
"| | | | | | | | | | | |--- value: [62.48]\n",
"| | | | | | | | |--- TEY > 147.98\n",
"| | | | | | | | | |--- TEY <= 155.71\n",
"| | | | | | | | | | |--- AFDP <= 4.25\n",
"| | | | | | | | | | | |--- value: [56.68]\n",
"| | | | | | | | | | |--- AFDP > 4.25\n",
"| | | | | | | | | | | |--- value: [51.89]\n",
"| | | | | | | | | |--- TEY > 155.71\n",
"| | | | | | | | | | |--- value: [64.55]\n",
"| | | | | | | |--- AFDP > 4.41\n",
"| | | | | | | | |--- AT <= 19.02\n",
"| | | | | | | | | |--- TEY <= 150.29\n",
"| | | | | | | | | | |--- AFDP <= 5.24\n",
"| | | | | | | | | | | |--- value: [66.88]\n",
"| | | | | | | | | | |--- AFDP > 5.24\n",
"| | | | | | | | | | | |--- value: [74.64]\n",
"| | | | | | | | | |--- TEY > 150.29\n",
"| | | | | | | | | | |--- AP <= 996.32\n",
"| | | | | | | | | | | |--- value: [84.38]\n",
"| | | | | | | | | | |--- AP > 996.32\n",
"| | | | | | | | | | | |--- value: [63.27]\n",
"| | | | | | | | |--- AT > 19.02\n",
"| | | | | | | | | |--- TEY <= 141.56\n",
"| | | | | | | | | | |--- AP <= 1006.00\n",
"| | | | | | | | | | | |--- value: [54.06]\n",
"| | | | | | | | | | |--- AP > 1006.00\n",
"| | | | | | | | | | | |--- value: [68.10]\n",
"| | | | | | | | | |--- TEY > 141.56\n",
"| | | | | | | | | | |--- TEY <= 158.88\n",
"| | | | | | | | | | | |--- value: [58.42]\n",
"| | | | | | | | | | |--- TEY > 158.88\n",
"| | | | | | | | | | | |--- value: [77.12]\n",
"| | | | | |--- AFDP > 5.60\n",
"| | | | | | |--- TEY <= 152.04\n",
"| | | | | | | |--- AFDP <= 5.92\n",
"| | | | | | | | |--- AP <= 987.95\n",
"| | | | | | | | | |--- value: [77.47]\n",
"| | | | | | | | |--- AP > 987.95\n",
"| | | | | | | | | |--- AP <= 1014.05\n",
"| | | | | | | | | | |--- AT <= 20.89\n",
"| | | | | | | | | | | |--- value: [72.70]\n",
"| | | | | | | | | | |--- AT > 20.89\n",
"| | | | | | | | | | | |--- value: [70.69]\n",
"| | | | | | | | | |--- AP > 1014.05\n",
"| | | | | | | | | | |--- value: [67.82]\n",
"| | | | | | | |--- AFDP > 5.92\n",
"| | | | | | | | |--- AP <= 1007.50\n",
"| | | | | | | | | |--- AT <= 21.08\n",
"| | | | | | | | | | |--- AT <= 20.84\n",
"| | | | | | | | | | | |--- value: [69.54]\n",
"| | | | | | | | | | |--- AT > 20.84\n",
"| | | | | | | | | | | |--- value: [72.30]\n",
"| | | | | | | | | |--- AT > 21.08\n",
"| | | | | | | | | | |--- value: [66.89]\n",
"| | | | | | | | |--- AP > 1007.50\n",
"| | | | | | | | | |--- value: [62.95]\n",
"| | | | | | |--- TEY > 152.04\n",
"| | | | | | | |--- AP <= 1010.35\n",
"| | | | | | | | |--- AP <= 1010.15\n",
"| | | | | | | | | |--- AP <= 1000.65\n",
"| | | | | | | | | | |--- AFDP <= 6.14\n",
"| | | | | | | | | | | |--- value: [70.93]\n",
"| | | | | | | | | | |--- AFDP > 6.14\n",
"| | | | | | | | | | | |--- value: [67.76]\n",
"| | | | | | | | | |--- AP > 1000.65\n",
"| | | | | | | | | | |--- AFDP <= 6.02\n",
"| | | | | | | | | | | |--- value: [67.90]\n",
"| | | | | | | | | | |--- AFDP > 6.02\n",
"| | | | | | | | | | | |--- value: [64.23]\n",
"| | | | | | | | |--- AP > 1010.15\n",
"| | | | | | | | | |--- value: [79.93]\n",
"| | | | | | | |--- AP > 1010.35\n",
"| | | | | | | | |--- AFDP <= 5.78\n",
"| | | | | | | | | |--- value: [59.71]\n",
"| | | | | | | | |--- AFDP > 5.78\n",
"| | | | | | | | | |--- AT <= 17.44\n",
"| | | | | | | | | | |--- value: [61.56]\n",
"| | | | | | | | | |--- AT > 17.44\n",
"| | | | | | | | | | |--- AT <= 21.62\n",
"| | | | | | | | | | | |--- value: [65.85]\n",
"| | | | | | | | | | |--- AT > 21.62\n",
"| | | | | | | | | | | |--- value: [68.99]\n",
"| | | | |--- AP > 1020.65\n",
"| | | | | |--- AFDP <= 4.18\n",
"| | | | | | |--- TEY <= 151.01\n",
"| | | | | | | |--- AP <= 1026.35\n",
"| | | | | | | | |--- AP <= 1024.15\n",
"| | | | | | | | | |--- value: [98.42]\n",
"| | | | | | | | |--- AP > 1024.15\n",
"| | | | | | | | | |--- value: [79.15]\n",
"| | | | | | | |--- AP > 1026.35\n",
"| | | | | | | | |--- value: [119.91]\n",
"| | | | | | |--- TEY > 151.01\n",
"| | | | | | | |--- AT <= 18.04\n",
"| | | | | | | | |--- TEY <= 152.71\n",
"| | | | | | | | | |--- value: [57.73]\n",
"| | | | | | | | |--- TEY > 152.71\n",
"| | | | | | | | | |--- TEY <= 155.87\n",
"| | | | | | | | | | |--- AFDP <= 4.07\n",
"| | | | | | | | | | | |--- value: [76.35]\n",
"| | | | | | | | | | |--- AFDP > 4.07\n",
"| | | | | | | | | | | |--- value: [70.58]\n",
"| | | | | | | | | |--- TEY > 155.87\n",
"| | | | | | | | | | |--- value: [79.78]\n",
"| | | | | | | |--- AT > 18.04\n",
"| | | | | | | | |--- AFDP <= 4.17\n",
"| | | | | | | | | |--- AT <= 18.08\n",
"| | | | | | | | | | |--- value: [92.50]\n",
"| | | | | | | | | |--- AT > 18.08\n",
"| | | | | | | | | | |--- TEY <= 153.12\n",
"| | | | | | | | | | | |--- value: [72.45]\n",
"| | | | | | | | | | |--- TEY > 153.12\n",
"| | | | | | | | | | | |--- value: [78.21]\n",
"| | | | | | | | |--- AFDP > 4.17\n",
"| | | | | | | | | |--- value: [104.12]\n",
"| | | | | |--- AFDP > 4.18\n",
"| | | | | | |--- TEY <= 150.69\n",
"| | | | | | | |--- value: [70.50]\n",
"| | | | | | |--- TEY > 150.69\n",
"| | | | | | | |--- AFDP <= 4.52\n",
"| | | | | | | | |--- value: [51.50]\n",
"| | | | | | | |--- AFDP > 4.52\n",
"| | | | | | | | |--- AFDP <= 5.09\n",
"| | | | | | | | | |--- value: [63.95]\n",
"| | | | | | | | |--- AFDP > 5.09\n",
"| | | | | | | | | |--- AP <= 1026.15\n",
"| | | | | | | | | | |--- AT <= 17.22\n",
"| | | | | | | | | | | |--- value: [58.04]\n",
"| | | | | | | | | | |--- AT > 17.22\n",
"| | | | | | | | | | | |--- value: [55.21]\n",
"| | | | | | | | | |--- AP > 1026.15\n",
"| | | | | | | | | | |--- value: [61.62]\n",
"| | | |--- AT > 21.70\n",
"| | | | |--- AFDP <= 5.60\n",
"| | | | | |--- AP <= 1019.05\n",
"| | | | | | |--- TEY <= 143.73\n",
"| | | | | | | |--- AT <= 32.31\n",
"| | | | | | | | |--- TEY <= 139.83\n",
"| | | | | | | | | |--- AFDP <= 4.18\n",
"| | | | | | | | | | |--- AFDP <= 3.48\n",
"| | | | | | | | | | | |--- value: [75.16]\n",
"| | | | | | | | | | |--- AFDP > 3.48\n",
"| | | | | | | | | | | |--- value: [58.25]\n",
"| | | | | | | | | |--- AFDP > 4.18\n",
"| | | | | | | | | | |--- AP <= 1005.10\n",
"| | | | | | | | | | | |--- value: [55.34]\n",
"| | | | | | | | | | |--- AP > 1005.10\n",
"| | | | | | | | | | | |--- value: [63.68]\n",
"| | | | | | | | |--- TEY > 139.83\n",
"| | | | | | | | | |--- AFDP <= 5.34\n",
"| | | | | | | | | | |--- AP <= 1007.65\n",
"| | | | | | | | | | | |--- value: [56.59]\n",
"| | | | | | | | | | |--- AP > 1007.65\n",
"| | | | | | | | | | | |--- value: [59.06]\n",
"| | | | | | | | | |--- AFDP > 5.34\n",
"| | | | | | | | | | |--- value: [68.94]\n",
"| | | | | | | |--- AT > 32.31\n",
"| | | | | | | | |--- TEY <= 143.54\n",
"| | | | | | | | | |--- AP <= 1012.55\n",
"| | | | | | | | | | |--- TEY <= 139.78\n",
"| | | | | | | | | | | |--- value: [71.14]\n",
"| | | | | | | | | | |--- TEY > 139.78\n",
"| | | | | | | | | | | |--- value: [68.50]\n",
"| | | | | | | | | |--- AP > 1012.55\n",
"| | | | | | | | | | |--- value: [65.47]\n",
"| | | | | | | | |--- TEY > 143.54\n",
"| | | | | | | | | |--- value: [59.51]\n",
"| | | | | | |--- TEY > 143.73\n",
"| | | | | | | |--- AFDP <= 4.38\n",
"| | | | | | | | |--- AFDP <= 4.13\n",
"| | | | | | | | | |--- TEY <= 147.17\n",
"| | | | | | | | | | |--- AFDP <= 4.06\n",
"| | | | | | | | | | | |--- value: [60.67]\n",
"| | | | | | | | | | |--- AFDP > 4.06\n",
"| | | | | | | | | | | |--- value: [51.71]\n",
"| | | | | | | | | |--- TEY > 147.17\n",
"| | | | | | | | | | |--- AP <= 1007.25\n",
"| | | | | | | | | | | |--- value: [82.01]\n",
"| | | | | | | | | | |--- AP > 1007.25\n",
"| | | | | | | | | | | |--- value: [63.19]\n",
"| | | | | | | | |--- AFDP > 4.13\n",
"| | | | | | | | | |--- AP <= 1009.45\n",
"| | | | | | | | | | |--- TEY <= 152.81\n",
"| | | | | | | | | | | |--- value: [54.46]\n",
"| | | | | | | | | | |--- TEY > 152.81\n",
"| | | | | | | | | | | |--- value: [68.23]\n",
"| | | | | | | | | |--- AP > 1009.45\n",
"| | | | | | | | | | |--- AP <= 1014.65\n",
"| | | | | | | | | | | |--- value: [52.49]\n",
"| | | | | | | | | | |--- AP > 1014.65\n",
"| | | | | | | | | | | |--- value: [50.08]\n",
"| | | | | | | |--- AFDP > 4.38\n",
"| | | | | | | | |--- TEY <= 151.32\n",
"| | | | | | | | | |--- AFDP <= 5.38\n",
"| | | | | | | | | | |--- AP <= 1018.35\n",
"| | | | | | | | | | | |--- value: [55.94]\n",
"| | | | | | | | | | |--- AP > 1018.35\n",
"| | | | | | | | | | | |--- value: [48.62]\n",
"| | | | | | | | | |--- AFDP > 5.38\n",
"| | | | | | | | | | |--- AT <= 30.13\n",
"| | | | | | | | | | | |--- value: [57.82]\n",
"| | | | | | | | | | |--- AT > 30.13\n",
"| | | | | | | | | | | |--- value: [67.76]\n",
"| | | | | | | | |--- TEY > 151.32\n",
"| | | | | | | | | |--- AT <= 26.60\n",
"| | | | | | | | | | |--- AT <= 26.09\n",
"| | | | | | | | | | | |--- value: [58.23]\n",
"| | | | | | | | | | |--- AT > 26.09\n",
"| | | | | | | | | | | |--- value: [62.68]\n",
"| | | | | | | | | |--- AT > 26.60\n",
"| | | | | | | | | | |--- AP <= 1007.35\n",
"| | | | | | | | | | | |--- value: [60.22]\n",
"| | | | | | | | | | |--- AP > 1007.35\n",
"| | | | | | | | | | | |--- value: [52.56]\n",
"| | | | | |--- AP > 1019.05\n",
"| | | | | | |--- AFDP <= 4.11\n",
"| | | | | | | |--- value: [89.38]\n",
"| | | | | | |--- AFDP > 4.11\n",
"| | | | | | | |--- AFDP <= 4.86\n",
"| | | | | | | | |--- AP <= 1019.50\n",
"| | | | | | | | | |--- value: [61.26]\n",
"| | | | | | | | |--- AP > 1019.50\n",
"| | | | | | | | | |--- AP <= 1020.30\n",
"| | | | | | | | | | |--- value: [76.14]\n",
"| | | | | | | | | |--- AP > 1020.30\n",
"| | | | | | | | | | |--- value: [68.64]\n",
"| | | | | | | |--- AFDP > 4.86\n",
"| | | | | | | | |--- AT <= 24.65\n",
"| | | | | | | | | |--- AFDP <= 5.23\n",
"| | | | | | | | | | |--- AT <= 22.72\n",
"| | | | | | | | | | | |--- value: [63.00]\n",
"| | | | | | | | | | |--- AT > 22.72\n",
"| | | | | | | | | | | |--- value: [59.92]\n",
"| | | | | | | | | |--- AFDP > 5.23\n",
"| | | | | | | | | | |--- value: [56.08]\n",
"| | | | | | | | |--- AT > 24.65\n",
"| | | | | | | | | |--- value: [66.75]\n",
"| | | | |--- AFDP > 5.60\n",
"| | | | | |--- AP <= 1014.35\n",
"| | | | | | |--- AT <= 25.35\n",
"| | | | | | | |--- AFDP <= 5.72\n",
"| | | | | | | | |--- value: [56.20]\n",
"| | | | | | | |--- AFDP > 5.72\n",
"| | | | | | | | |--- TEY <= 150.60\n",
"| | | | | | | | | |--- AP <= 1004.05\n",
"| | | | | | | | | | |--- value: [67.81]\n",
"| | | | | | | | | |--- AP > 1004.05\n",
"| | | | | | | | | | |--- value: [70.86]\n",
"| | | | | | | | |--- TEY > 150.60\n",
"| | | | | | | | | |--- AT <= 22.75\n",
"| | | | | | | | | | |--- AP <= 1012.00\n",
"| | | | | | | | | | | |--- value: [66.94]\n",
"| | | | | | | | | | |--- AP > 1012.00\n",
"| | | | | | | | | | | |--- value: [71.31]\n",
"| | | | | | | | | |--- AT > 22.75\n",
"| | | | | | | | | | |--- TEY <= 154.08\n",
"| | | | | | | | | | | |--- value: [65.94]\n",
"| | | | | | | | | | |--- TEY > 154.08\n",
"| | | | | | | | | | | |--- value: [62.18]\n",
"| | | | | | |--- AT > 25.35\n",
"| | | | | | | |--- TEY <= 146.74\n",
"| | | | | | | | |--- AP <= 1009.75\n",
"| | | | | | | | | |--- TEY <= 142.37\n",
"| | | | | | | | | | |--- value: [57.18]\n",
"| | | | | | | | | |--- TEY > 142.37\n",
"| | | | | | | | | | |--- AT <= 31.23\n",
"| | | | | | | | | | | |--- value: [72.70]\n",
"| | | | | | | | | | |--- AT > 31.23\n",
"| | | | | | | | | | | |--- value: [68.54]\n",
"| | | | | | | | |--- AP > 1009.75\n",
"| | | | | | | | | |--- AFDP <= 6.20\n",
"| | | | | | | | | | |--- AFDP <= 6.08\n",
"| | | | | | | | | | | |--- value: [59.12]\n",
"| | | | | | | | | | |--- AFDP > 6.08\n",
"| | | | | | | | | | | |--- value: [53.26]\n",
"| | | | | | | | | |--- AFDP > 6.20\n",
"| | | | | | | | | | |--- value: [70.66]\n",
"| | | | | | | |--- TEY > 146.74\n",
"| | | | | | | | |--- AT <= 27.37\n",
"| | | | | | | | | |--- AP <= 1010.30\n",
"| | | | | | | | | | |--- value: [70.20]\n",
"| | | | | | | | | |--- AP > 1010.30\n",
"| | | | | | | | | | |--- value: [61.16]\n",
"| | | | | | | | |--- AT > 27.37\n",
"| | | | | | | | | |--- AFDP <= 6.83\n",
"| | | | | | | | | | |--- AFDP <= 6.19\n",
"| | | | | | | | | | | |--- value: [57.77]\n",
"| | | | | | | | | | |--- AFDP > 6.19\n",
"| | | | | | | | | | | |--- value: [53.94]\n",
"| | | | | | | | | |--- AFDP > 6.83\n",
"| | | | | | | | | | |--- value: [67.00]\n",
"| | | | | |--- AP > 1014.35\n",
"| | | | | | |--- AFDP <= 5.82\n",
"| | | | | | | |--- value: [58.17]\n",
"| | | | | | |--- AFDP > 5.82\n",
"| | | | | | | |--- AFDP <= 6.67\n",
"| | | | | | | | |--- AFDP <= 6.60\n",
"| | | | | | | | | |--- AT <= 25.62\n",
"| | | | | | | | | | |--- AT <= 25.07\n",
"| | | | | | | | | | | |--- value: [72.82]\n",
"| | | | | | | | | | |--- AT > 25.07\n",
"| | | | | | | | | | | |--- value: [58.59]\n",
"| | | | | | | | | |--- AT > 25.62\n",
"| | | | | | | | | | |--- TEY <= 148.12\n",
"| | | | | | | | | | | |--- value: [68.12]\n",
"| | | | | | | | | | |--- TEY > 148.12\n",
"| | | | | | | | | | | |--- value: [77.64]\n",
"| | | | | | | | |--- AFDP > 6.60\n",
"| | | | | | | | | |--- value: [82.25]\n",
"| | | | | | | |--- AFDP > 6.67\n",
"| | | | | | | | |--- value: [63.36]\n",
"\n"
]
}
],
"source": [
"import pickle\n",
"import pandas as pd\n",
"from sklearn import tree\n",
"\n",
"data = pd.read_csv(\"data-turbine/clear-data-nox.csv\")\n",
"model = pickle.load(open(\"data-turbine/tree-nox-gs.model.sav\", \"rb\"))\n",
"features = (\n",
" data\n",
" .drop([\"NOX\"], axis=1)\n",
" .columns.values.tolist()\n",
")\n",
"\n",
"rules = tree.export_text(model, feature_names=features)\n",
"print(rules)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"937"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"[if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT > 14.172) and (TEY > 155.0) and (AP <= 1010.25) -> 29.063,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY > 145.945) and (AFDP > 3.686) and (AFDP <= 4.116) and (TEY > 157.29) -> 42.575,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP <= 1016.15) and (AP > 1007.8) and (AFDP <= 2.496) -> 95.243,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP <= 1016.15) and (AP > 1007.8) and (AFDP > 2.496) -> 104.934,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP > 1016.15) and (AP <= 1018.4) and (TEY <= 112.125) -> 111.411,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP > 1016.15) and (AP <= 1018.4) and (TEY > 112.125) -> 102.815,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP > 1016.15) and (AP > 1018.4) and (AFDP <= 2.524) -> 104.947,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP > 1016.15) and (AP > 1018.4) and (AFDP > 2.524) -> 86.604,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP > 1021.35) and (AT <= 4.925) -> 101.823,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP > 1021.35) and (AT > 4.925) and (TEY <= 108.91) -> 91.256,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP > 1021.35) and (AT > 4.925) and (TEY > 108.91) -> 82.969,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP <= 1015.95) and (TEY <= 110.86) and (TEY <= 107.495) -> 110.08,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP <= 1015.95) and (TEY <= 110.86) and (TEY > 107.495) and (AP <= 1005.6) -> 103.35,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP <= 1015.95) and (TEY <= 110.86) and (TEY > 107.495) and (AP > 1005.6) -> 81.857,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP <= 1015.95) and (TEY > 110.86) and (TEY <= 113.595) and (AFDP <= 2.647) -> 109.32,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP <= 1015.95) and (TEY > 110.86) and (TEY <= 113.595) and (AFDP > 2.647) -> 77.577,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP <= 1015.95) and (TEY > 110.86) and (TEY > 113.595) -> 84.927,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP > 1015.95) and (AT <= 1.059) -> 110.479,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP > 1015.95) and (AT > 1.059) and (TEY <= 117.105) and (AP <= 1016.45) -> 113.753,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP > 1015.95) and (AT > 1.059) and (TEY <= 117.105) and (AP > 1016.45) -> 96.259,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP > 2.544) and (AP > 1015.95) and (AT > 1.059) and (TEY > 117.105) -> 75.209,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP <= 1004.5) and (AT <= 5.403) -> 63.858,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP <= 1004.5) and (AT > 5.403) -> 67.522,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT <= 4.601) and (AT <= 4.487) and (AT <= 1.3) -> 104.053,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT <= 4.601) and (AT <= 4.487) and (AT > 1.3) and (AFDP <= 2.933) -> 88.434,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT <= 4.601) and (AT <= 4.487) and (AT > 1.3) and (AFDP > 2.933) -> 102.143,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT <= 4.601) and (AT > 4.487) -> 117.36,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT > 4.601) and (TEY <= 108.23) -> 93.735,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT > 4.601) and (TEY > 108.23) and (AP <= 1012.3) -> 100.476,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT > 4.601) and (TEY > 108.23) and (AP > 1012.3) and (AT <= 5.269) -> 83.665,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AT > 4.601) and (TEY > 108.23) and (AP > 1012.3) and (AT > 5.269) -> 74.089,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP <= 3.773) and (TEY <= 112.895) and (AT <= 5.827) and (TEY <= 112.76) -> 111.226,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP <= 3.773) and (TEY <= 112.895) and (AT <= 5.827) and (TEY > 112.76) -> 116.38,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP <= 3.773) and (TEY <= 112.895) and (AT > 5.827) -> 119.105,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP <= 3.773) and (TEY > 112.895) and (TEY <= 116.24) and (AP <= 1021.3) -> 105.354,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP <= 3.773) and (TEY > 112.895) and (TEY <= 116.24) and (AP > 1021.3) -> 94.208,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP <= 3.773) and (TEY > 112.895) and (TEY > 116.24) -> 118.98,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP > 3.773) and (AP <= 1012.3) and (TEY <= 113.265) -> 93.274,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP > 3.773) and (AP <= 1012.3) and (TEY > 113.265) -> 99.21,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP > 3.773) and (AP > 1012.3) and (AP <= 1016.1) -> 115.297,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP > 3.773) and (AP > 1012.3) and (AP > 1016.1) and (AFDP <= 3.954) -> 101.467,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP <= 1027.6) and (AFDP > 3.773) and (AP > 1012.3) and (AP > 1016.1) and (AFDP > 3.954) -> 107.941,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP > 1027.6) and (TEY <= 117.045) and (AT <= 5.727) -> 95.19,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP > 1027.6) and (TEY <= 117.045) and (AT > 5.727) -> 107.38,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT <= 6.44) and (AP > 1027.6) and (TEY > 117.045) -> 66.55,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP <= 1022.35) and (TEY <= 107.73) -> 118.93,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP <= 1022.35) and (TEY > 107.73) and (TEY <= 111.705) and (AP <= 1019.65) -> 93.83,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP <= 1022.35) and (TEY > 107.73) and (TEY <= 111.705) and (AP > 1019.65) -> 106.34,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP <= 1022.35) and (TEY > 107.73) and (TEY > 111.705) and (AP <= 1014.2) -> 85.093,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP <= 1022.35) and (TEY > 107.73) and (TEY > 111.705) and (AP > 1014.2) and (AFDP <= 3.364) -> 85.376,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP <= 1022.35) and (TEY > 107.73) and (TEY > 111.705) and (AP > 1014.2) and (AFDP > 3.364) -> 94.562,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP > 1022.35) and (TEY <= 111.43) -> 113.475,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP > 1022.35) and (TEY > 111.43) and (AFDP <= 4.161) -> 102.589,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP > 3.081) and (AT > 6.44) and (AP > 1022.35) and (TEY > 111.43) and (AFDP > 4.161) -> 94.573,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP <= 1019.95) and (AFDP <= 3.304) and (AP <= 1013.4) -> 93.415,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP <= 1019.95) and (AFDP <= 3.304) and (AP > 1013.4) and (TEY <= 105.38) and (AP <= 1016.95) -> 114.125,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP <= 1019.95) and (AFDP <= 3.304) and (AP > 1013.4) and (TEY <= 105.38) and (AP > 1016.95) -> 102.838,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP <= 1019.95) and (AFDP <= 3.304) and (AP > 1013.4) and (TEY > 105.38) -> 97.876,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP <= 1019.95) and (AFDP > 3.304) -> 118.67,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP > 1019.95) and (AT <= 9.768) -> 109.956,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY <= 105.73) and (AP > 1019.95) and (AT > 9.768) -> 115.858,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP <= 2.608) and (TEY <= 108.98) and (AP <= 1002.9) -> 106.093,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP <= 2.608) and (TEY <= 108.98) and (AP > 1002.9) -> 81.066,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP <= 2.608) and (TEY > 108.98) and (AP <= 1010.85) -> 92.211,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP <= 2.608) and (TEY > 108.98) and (AP > 1010.85) -> 102.289,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP > 2.608) and (AP <= 1017.8) and (AFDP <= 2.838) -> 84.571,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP > 2.608) and (AP <= 1017.8) and (AFDP > 2.838) -> 73.179,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP <= 1018.15) and (AFDP > 2.608) and (AP > 1017.8) -> 105.753,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP <= 2.425) and (AFDP <= 2.364) and (AT <= 9.585) -> 84.763,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP <= 2.425) and (AFDP <= 2.364) and (AT > 9.585) -> 76.376,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP <= 2.425) and (AFDP > 2.364) and (AP <= 1023.0) -> 102.462,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP <= 2.425) and (AFDP > 2.364) and (AP > 1023.0) -> 88.924,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP > 2.425) and (TEY <= 107.945) and (AT <= 10.631) -> 90.126,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP > 2.425) and (TEY <= 107.945) and (AT > 10.631) -> 70.078,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP > 2.425) and (TEY > 107.945) and (TEY <= 110.235) -> 76.325,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP <= 3.07) and (AP > 1018.15) and (AFDP > 2.425) and (TEY > 107.945) and (TEY > 110.235) -> 85.827,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP <= 1006.85) and (AFDP <= 4.644) and (AFDP <= 3.858) -> 78.844,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP <= 1006.85) and (AFDP <= 4.644) and (AFDP > 3.858) -> 76.299,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP <= 1006.85) and (AFDP > 4.644) -> 83.405,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) and (AT <= 9.635) and (TEY <= 111.17) -> 99.118,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) and (AT <= 9.635) and (TEY > 111.17) -> 88.949,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) and (AT > 9.635) and (TEY <= 110.695) -> 87.831,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) and (AT > 9.635) and (TEY > 110.695) -> 83.345,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) and (TEY <= 108.09) -> 117.91,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) and (TEY > 108.09) and (TEY <= 109.14) -> 70.189,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) and (TEY > 108.09) and (TEY > 109.14) -> 91.998,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP > 1021.95) and (AFDP <= 3.911) and (AT <= 8.448) -> 113.014,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP > 1021.95) and (AFDP <= 3.911) and (AT > 8.448) -> 102.395,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP > 1021.95) and (AFDP > 3.911) and (TEY <= 110.465) -> 104.766,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY <= 112.785) and (AFDP > 3.07) and (AP > 1016.95) and (AP > 1021.95) and (AFDP > 3.911) and (TEY > 110.465) -> 96.248,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT <= 8.934) and (AT <= 8.779) and (TEY <= 115.885) and (AT <= 8.255) -> 95.919,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT <= 8.934) and (AT <= 8.779) and (TEY <= 115.885) and (AT > 8.255) -> 84.39,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT <= 8.934) and (AT <= 8.779) and (TEY > 115.885) -> 77.0,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT <= 8.934) and (AT > 8.779) -> 105.73,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP <= 3.153) and (AFDP <= 2.771) and (AFDP <= 2.511) -> 102.46,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP <= 3.153) and (AFDP <= 2.771) and (AFDP > 2.511) and (AFDP <= 2.729) -> 73.855,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP <= 3.153) and (AFDP <= 2.771) and (AFDP > 2.511) and (AFDP > 2.729) -> 90.821,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP <= 3.153) and (AFDP > 2.771) and (TEY <= 118.375) and (AFDP <= 2.979) -> 67.535,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP <= 3.153) and (AFDP > 2.771) and (TEY <= 118.375) and (AFDP > 2.979) -> 60.709,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP <= 3.153) and (AFDP > 2.771) and (TEY > 118.375) -> 88.295,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP > 3.153) and (AFDP <= 4.122) and (AT <= 10.029) -> 88.634,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP > 3.153) and (AFDP <= 4.122) and (AT > 10.029) and (AFDP <= 3.377) -> 84.524,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP > 3.153) and (AFDP <= 4.122) and (AT > 10.029) and (AFDP > 3.377) -> 79.851,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT > 7.752) and (TEY > 105.73) and (TEY > 112.785) and (AT > 8.934) and (AFDP > 3.153) and (AFDP > 4.122) -> 89.903,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP <= 1009.2) and (AT <= 13.342) and (AP <= 1002.55) -> 98.434,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP <= 1009.2) and (AT <= 13.342) and (AP > 1002.55) -> 81.871,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP <= 1009.2) and (AT > 13.342) and (AFDP <= 2.859) and (AP <= 1005.75) -> 61.428,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP <= 1009.2) and (AT > 13.342) and (AFDP <= 2.859) and (AP > 1005.75) -> 71.726,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP <= 1009.2) and (AT > 13.342) and (AFDP > 2.859) -> 83.572,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) and (AP <= 1009.5) -> 101.115,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) and (AP > 1009.5) and (AFDP <= 2.215) -> 100.76,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) and (AP > 1009.5) and (AFDP > 2.215) and (AT <= 13.866) and (TEY <= 103.745) -> 90.179,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) and (AP > 1009.5) and (AFDP > 2.215) and (AT <= 13.866) and (TEY > 103.745) -> 82.397,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) and (AP > 1009.5) and (AFDP > 2.215) and (AT > 13.866) and (AFDP <= 2.685) -> 78.341,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) and (AP > 1009.5) and (AFDP > 2.215) and (AT > 13.866) and (AFDP > 2.685) -> 90.404,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT <= 13.467) and (TEY <= 102.045) and (AFDP <= 2.747) -> 108.23,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT <= 13.467) and (TEY <= 102.045) and (AFDP > 2.747) -> 95.85,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT <= 13.467) and (TEY > 102.045) and (AT <= 13.198) and (AP <= 1019.4) -> 87.589,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT <= 13.467) and (TEY > 102.045) and (AT <= 13.198) and (AP > 1019.4) -> 98.625,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT <= 13.467) and (TEY > 102.045) and (AT > 13.198) -> 82.738,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP <= 1020.15) and (AFDP <= 2.932) -> 99.99,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP <= 1020.15) and (AFDP > 2.932) -> 89.11,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP > 1020.15) and (AT <= 15.01) and (TEY <= 103.475) and (AP <= 1032.75) -> 92.472,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP > 1020.15) and (AT <= 15.01) and (TEY <= 103.475) and (AP > 1032.75) -> 101.078,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP > 1020.15) and (AT <= 15.01) and (TEY > 103.475) -> 82.618,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP > 1020.15) and (AT > 15.01) and (TEY <= 101.69) -> 85.485,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP <= 3.107) and (AP > 1017.55) and (AT > 13.467) and (AP > 1020.15) and (AT > 15.01) and (TEY > 101.69) -> 75.124,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP <= 3.427) and (AT <= 15.977) and (TEY <= 105.475) and (AT <= 15.184) and (TEY <= 104.08) -> 115.821,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP <= 3.427) and (AT <= 15.977) and (TEY <= 105.475) and (AT <= 15.184) and (TEY > 104.08) -> 112.588,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP <= 3.427) and (AT <= 15.977) and (TEY <= 105.475) and (AT > 15.184) -> 110.678,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP <= 3.427) and (AT <= 15.977) and (TEY > 105.475) -> 106.51,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP <= 3.427) and (AT > 15.977) -> 90.334,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP <= 1019.55) and (AT <= 13.673) -> 110.426,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP <= 1019.55) and (AT > 13.673) and (TEY <= 104.15) and (AP <= 1010.65) and (AP <= 997.11) -> 84.744,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP <= 1019.55) and (AT > 13.673) and (TEY <= 104.15) and (AP <= 1010.65) and (AP > 997.11) -> 90.724,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP <= 1019.55) and (AT > 13.673) and (TEY <= 104.15) and (AP > 1010.65) and (TEY <= 103.57) -> 94.559,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP <= 1019.55) and (AT > 13.673) and (TEY <= 104.15) and (AP > 1010.65) and (TEY > 103.57) -> 109.028,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP <= 1019.55) and (AT > 13.673) and (TEY > 104.15) -> 82.908,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY <= 105.88) and (AFDP > 3.107) and (AFDP > 3.427) and (AP > 1019.55) -> 75.199,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP <= 1018.95) and (AFDP <= 2.317) -> 69.838,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP <= 1018.95) and (AFDP > 2.317) and (TEY <= 110.1) -> 83.069,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP <= 1018.95) and (AFDP > 2.317) and (TEY > 110.1) -> 77.312,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP > 1018.95) and (AFDP <= 2.482) and (TEY <= 109.505) -> 89.914,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP > 1018.95) and (AFDP <= 2.482) and (TEY > 109.505) -> 76.329,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP > 1018.95) and (AFDP > 2.482) and (AT <= 12.726) -> 65.956,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP <= 2.698) and (AP > 1018.95) and (AFDP > 2.482) and (AT > 12.726) -> 93.785,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY <= 113.975) and (AFDP <= 2.919) and (AT <= 10.98) -> 79.115,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY <= 113.975) and (AFDP <= 2.919) and (AT > 10.98) -> 65.691,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY <= 113.975) and (AFDP > 2.919) and (TEY <= 110.45) -> 70.491,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY <= 113.975) and (AFDP > 2.919) and (TEY > 110.45) -> 75.038,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY > 113.975) and (AFDP <= 2.729) -> 105.47,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY > 113.975) and (AFDP > 2.729) and (TEY <= 116.98) -> 71.559,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP <= 3.276) and (AFDP > 2.698) and (TEY > 113.975) and (AFDP > 2.729) and (TEY > 116.98) -> 81.417,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY <= 108.95) and (AT <= 11.191) -> 106.11,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY <= 108.95) and (AT > 11.191) -> 91.546,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY > 108.95) and (AP <= 1015.95) and (AP <= 998.825) -> 71.776,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY > 108.95) and (AP <= 1015.95) and (AP > 998.825) and (TEY <= 111.57) -> 79.591,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY > 108.95) and (AP <= 1015.95) and (AP > 998.825) and (TEY > 111.57) -> 77.5,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY > 108.95) and (AP > 1015.95) and (AT <= 10.955) -> 98.797,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY > 108.95) and (AP > 1015.95) and (AT > 10.955) and (TEY <= 110.215) -> 86.01,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT <= 12.964) and (AFDP > 3.276) and (TEY > 108.95) and (AP > 1015.95) and (AT > 10.955) and (TEY > 110.215) -> 81.437,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY <= 109.595) and (AFDP <= 2.547) and (TEY <= 108.285) -> 70.681,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY <= 109.595) and (AFDP <= 2.547) and (TEY > 108.285) -> 77.743,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY <= 109.595) and (AFDP > 2.547) and (AFDP <= 2.576) -> 89.65,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY <= 109.595) and (AFDP > 2.547) and (AFDP > 2.576) -> 78.425,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY > 109.595) and (AP <= 1017.3) and (AP <= 1013.65) -> 71.382,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY > 109.595) and (AP <= 1017.3) and (AP > 1013.65) -> 82.732,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP <= 2.639) and (TEY > 109.595) and (AP > 1017.3) -> 65.738,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) and (TEY <= 113.6) and (AP <= 995.915) -> 76.107,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) and (TEY <= 113.6) and (AP > 995.915) -> 61.963,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) and (TEY > 113.6) -> 71.8,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) and (TEY <= 107.855) -> 80.351,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) and (TEY > 107.855) and (AP <= 1018.25) -> 69.961,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) and (TEY > 107.855) and (AP > 1018.25) -> 62.139,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY <= 109.59) and (TEY <= 109.205) and (TEY <= 108.95) -> 83.187,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY <= 109.59) and (TEY <= 109.205) and (TEY > 108.95) -> 89.422,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY <= 109.59) and (TEY > 109.205) -> 80.122,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY > 109.59) and (TEY <= 116.285) and (AT <= 13.006) -> 89.596,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY > 109.59) and (TEY <= 116.285) and (AT > 13.006) and (AFDP <= 3.739) -> 74.228,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY > 109.59) and (TEY <= 116.285) and (AT > 13.006) and (AFDP > 3.739) -> 77.241,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT <= 14.178) and (AT > 12.964) and (AFDP > 3.181) and (TEY > 109.59) and (TEY > 116.285) -> 67.627,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP <= 2.391) and (AP <= 1018.6) and (AP <= 1014.5) and (AFDP <= 2.379) -> 66.215,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP <= 2.391) and (AP <= 1018.6) and (AP <= 1014.5) and (AFDP > 2.379) -> 63.898,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP <= 2.391) and (AP <= 1018.6) and (AP > 1014.5) and (AP <= 1016.45) -> 49.672,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP <= 2.391) and (AP <= 1018.6) and (AP > 1014.5) and (AP > 1016.45) -> 60.76,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP <= 2.391) and (AP > 1018.6) -> 68.765,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP > 2.391) and (AT <= 15.873) and (AP <= 996.875) -> 65.041,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP > 2.391) and (AT <= 15.873) and (AP > 996.875) and (TEY <= 112.73) -> 72.667,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP > 2.391) and (AT <= 15.873) and (AP > 996.875) and (TEY > 112.73) -> 66.504,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP > 2.391) and (AT > 15.873) and (AT <= 15.899) -> 59.348,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP > 2.391) and (AT > 15.873) and (AT > 15.899) and (TEY <= 108.405) -> 71.611,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP <= 2.637) and (AFDP > 2.391) and (AT > 15.873) and (AT > 15.899) and (TEY > 108.405) -> 67.203,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY <= 106.6) -> 81.332,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT <= 15.207) and (AP <= 1008.7) and (TEY <= 115.11) -> 67.818,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT <= 15.207) and (AP <= 1008.7) and (TEY > 115.11) -> 78.796,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT <= 15.207) and (AP > 1008.7) and (TEY <= 116.005) -> 65.318,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT <= 15.207) and (AP > 1008.7) and (TEY > 116.005) -> 57.75,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT > 15.207) and (AP <= 1016.65) and (TEY <= 107.65) -> 70.398,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT > 15.207) and (AP <= 1016.65) and (TEY > 107.65) -> 62.586,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT > 15.207) and (AP > 1016.65) and (AFDP <= 3.189) -> 58.143,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP <= 3.225) and (AFDP > 2.637) and (TEY > 106.6) and (AT > 15.207) and (AP > 1016.65) and (AFDP > 3.189) -> 67.061,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT <= 15.626) and (TEY <= 107.68) -> 103.03,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT <= 15.626) and (TEY > 107.68) and (TEY <= 117.355) and (AT <= 14.715) and (AP <= 1017.65) -> 73.596,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT <= 15.626) and (TEY > 107.68) and (TEY <= 117.355) and (AT <= 14.715) and (AP > 1017.65) -> 80.133,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT <= 15.626) and (TEY > 107.68) and (TEY <= 117.355) and (AT > 14.715) and (AT <= 15.25) -> 70.937,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT <= 15.626) and (TEY > 107.68) and (TEY <= 117.355) and (AT > 14.715) and (AT > 15.25) -> 73.146,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT <= 15.626) and (TEY > 107.68) and (TEY > 117.355) -> 52.413,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP <= 3.844) and (AP <= 1005.95) -> 73.545,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP <= 3.844) and (AP > 1005.95) and (TEY <= 107.88) -> 74.578,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP <= 3.844) and (AP > 1005.95) and (TEY > 107.88) and (TEY <= 117.345) -> 65.736,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP <= 3.844) and (AP > 1005.95) and (TEY > 107.88) and (TEY > 117.345) -> 55.092,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP > 3.844) and (AFDP <= 5.648) and (TEY <= 117.595) and (AFDP <= 4.219) -> 72.097,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP > 3.844) and (AFDP <= 5.648) and (TEY <= 117.595) and (AFDP > 4.219) -> 68.87,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP > 3.844) and (AFDP <= 5.648) and (TEY > 117.595) -> 59.555,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT > 10.837) and (TEY > 105.88) and (AT > 14.178) and (AFDP > 3.225) and (AT > 15.626) and (AFDP > 3.844) and (AFDP > 5.648) -> 62.251,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT <= 4.479) and (AFDP <= 2.537) -> 110.485,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT <= 4.479) and (AFDP > 2.537) and (AFDP <= 3.028) and (AFDP <= 2.638) -> 74.849,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT <= 4.479) and (AFDP > 2.537) and (AFDP <= 3.028) and (AFDP > 2.638) -> 85.297,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT <= 4.479) and (AFDP > 2.537) and (AFDP > 3.028) and (AP <= 1026.2) -> 80.671,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT <= 4.479) and (AFDP > 2.537) and (AFDP > 3.028) and (AP > 1026.2) -> 67.376,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP <= 2.65) and (AP <= 1000.775) -> 99.386,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP <= 2.65) and (AP > 1000.775) and (TEY <= 119.075) -> 86.009,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP <= 2.65) and (AP > 1000.775) and (TEY > 119.075) -> 74.366,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP > 2.65) and (AP <= 1004.2) and (TEY <= 123.295) -> 62.846,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP > 2.65) and (AP <= 1004.2) and (TEY > 123.295) -> 75.376,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP > 2.65) and (AP > 1004.2) and (AP <= 1030.3) -> 81.324,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT <= 7.324) and (AT > 4.479) and (AFDP > 2.65) and (AP > 1004.2) and (AP > 1030.3) -> 68.08,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP <= 2.983) and (AFDP <= 2.676) and (AP <= 1025.9) -> 72.291,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP <= 2.983) and (AFDP <= 2.676) and (AP > 1025.9) -> 90.44,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP <= 2.983) and (AFDP > 2.676) and (AT <= 8.478) -> 73.502,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP <= 2.983) and (AFDP > 2.676) and (AT > 8.478) -> 79.792,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP > 2.983) and (AT <= 9.484) -> 69.038,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP > 2.983) and (AT > 9.484) and (TEY <= 121.165) -> 59.473,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY <= 124.25) and (AFDP > 2.983) and (AT > 9.484) and (TEY > 121.165) -> 63.91,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP <= 2.85) and (AP <= 1013.55) and (TEY <= 126.775) -> 86.977,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP <= 2.85) and (AP <= 1013.55) and (TEY > 126.775) -> 75.817,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP <= 2.85) and (AP > 1013.55) and (TEY <= 132.26) -> 74.495,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP <= 2.85) and (AP > 1013.55) and (TEY > 132.26) -> 68.195,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP > 2.85) and (TEY <= 132.77) and (AFDP <= 2.918) -> 83.88,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP > 2.85) and (TEY <= 132.77) and (AFDP > 2.918) -> 73.945,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP > 2.85) and (TEY > 132.77) and (AFDP <= 2.965) -> 76.813,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP <= 3.077) and (AT > 7.324) and (TEY > 124.25) and (AFDP > 2.85) and (TEY > 132.77) and (AFDP > 2.965) -> 80.327,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP <= 1022.35) and (AP <= 1003.85) and (TEY <= 130.115) -> 64.785,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP <= 1022.35) and (AP <= 1003.85) and (TEY > 130.115) -> 68.158,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP <= 1022.35) and (AP > 1003.85) and (AP <= 1014.05) -> 76.484,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP <= 1022.35) and (AP > 1003.85) and (AP > 1014.05) -> 71.964,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP > 1022.35) and (AFDP <= 3.195) and (TEY <= 121.715) -> 61.088,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP > 1022.35) and (AFDP <= 3.195) and (TEY > 121.715) -> 74.329,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP > 1022.35) and (AFDP > 3.195) and (TEY <= 135.915) -> 68.082,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP <= 3.572) and (AP > 1022.35) and (AFDP > 3.195) and (TEY > 135.915) -> 81.787,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP > 3.572) and (TEY <= 134.87) and (TEY <= 123.47) -> 98.113,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP > 3.572) and (TEY <= 134.87) and (TEY > 123.47) and (AP <= 1027.2) -> 81.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP > 3.572) and (TEY <= 134.87) and (TEY > 123.47) and (AP > 1027.2) -> 67.174,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP > 3.572) and (TEY > 134.87) and (AFDP <= 3.622) and (AT <= 4.103) -> 79.826,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP > 3.572) and (TEY > 134.87) and (AFDP <= 3.622) and (AT > 4.103) -> 67.921,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT <= 7.404) and (AFDP > 3.572) and (TEY > 134.87) and (AFDP > 3.622) -> 78.997,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY <= 121.765) and (AP <= 1017.2) -> 65.664,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY <= 121.765) and (AP > 1017.2) and (AT <= 8.845) -> 102.078,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY <= 121.765) and (AP > 1017.2) and (AT > 8.845) -> 83.481,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP <= 3.275) and (TEY <= 131.825) and (AFDP <= 3.183) -> 69.558,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP <= 3.275) and (TEY <= 131.825) and (AFDP > 3.183) -> 65.134,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP <= 3.275) and (TEY > 131.825) and (AP <= 1016.85) -> 76.151,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP <= 3.275) and (TEY > 131.825) and (AP > 1016.85) -> 69.627,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP > 3.275) and (TEY <= 137.0) and (AP <= 1019.55) -> 64.95,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP > 3.275) and (TEY <= 137.0) and (AP > 1019.55) -> 68.066,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP > 3.275) and (TEY > 137.0) and (AFDP <= 3.606) -> 69.712,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP <= 3.694) and (AFDP > 3.077) and (AT > 7.404) and (TEY > 121.765) and (AFDP > 3.275) and (TEY > 137.0) and (AFDP > 3.606) -> 76.196,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT <= 7.529) and (TEY <= 122.45) and (AP <= 1022.6) -> 97.057,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT <= 7.529) and (TEY <= 122.45) and (AP > 1022.6) -> 111.096,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT <= 7.529) and (TEY > 122.45) and (AP <= 1025.9) and (AFDP <= 4.526) -> 89.333,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT <= 7.529) and (TEY > 122.45) and (AP <= 1025.9) and (AFDP > 4.526) -> 103.77,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT <= 7.529) and (TEY > 122.45) and (AP > 1025.9) -> 96.54,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT > 7.529) and (AT <= 8.014) -> 87.151,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT > 7.529) and (AT > 8.014) and (AP <= 1023.45) and (AP <= 1016.95) -> 81.377,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT > 7.529) and (AT > 8.014) and (AP <= 1023.45) and (AP > 1016.95) -> 68.623,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT > 7.529) and (AT > 8.014) and (AP > 1023.45) and (AT <= 9.552) -> 82.281,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY <= 129.48) and (AT > 7.529) and (AT > 8.014) and (AP > 1023.45) and (AT > 9.552) -> 89.69,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP <= 4.046) and (AT <= 5.08) and (AT <= 2.847) -> 87.614,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP <= 4.046) and (AT <= 5.08) and (AT > 2.847) -> 84.887,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP <= 4.046) and (AT > 5.08) and (AFDP <= 3.956) -> 82.554,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP <= 4.046) and (AT > 5.08) and (AFDP > 3.956) -> 84.504,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP > 4.046) and (AFDP <= 4.203) and (AT <= 3.259) -> 66.58,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP > 4.046) and (AFDP <= 4.203) and (AT > 3.259) -> 80.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP > 4.046) and (AFDP > 4.203) and (AT <= 4.239) -> 87.916,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT <= 5.332) and (AFDP > 4.046) and (AFDP > 4.203) and (AT > 4.239) -> 83.368,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT <= 8.186) and (TEY <= 133.21) and (AT <= 6.988) -> 71.403,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT <= 8.186) and (TEY <= 133.21) and (AT > 6.988) -> 81.357,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT <= 8.186) and (TEY > 133.21) and (AFDP <= 4.17) -> 79.858,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT <= 8.186) and (TEY > 133.21) and (AFDP > 4.17) -> 82.194,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT > 8.186) and (AFDP <= 3.775) and (TEY <= 133.865) -> 75.862,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT > 8.186) and (AFDP <= 3.775) and (TEY > 133.865) -> 63.787,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT > 8.186) and (AFDP > 3.775) and (TEY <= 139.055) -> 78.349,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY <= 140.105) and (TEY > 129.48) and (AT > 5.332) and (AT > 8.186) and (AFDP > 3.775) and (TEY > 139.055) -> 86.03,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP <= 4.403) and (AT <= 6.487) -> 67.024,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP <= 4.403) and (AT > 6.487) and (AT <= 10.052) and (TEY <= 149.395) -> 73.439,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP <= 4.403) and (AT > 6.487) and (AT <= 10.052) and (TEY > 149.395) -> 78.349,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP <= 4.403) and (AT > 6.487) and (AT > 10.052) -> 64.131,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP > 4.403) and (TEY <= 152.04) and (AT <= 3.153) -> 84.819,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP > 4.403) and (TEY <= 152.04) and (AT > 3.153) and (AT <= 9.642) -> 76.415,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP > 4.403) and (TEY <= 152.04) and (AT > 3.153) and (AT > 9.642) -> 81.602,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP > 4.403) and (TEY > 152.04) and (TEY <= 153.49) -> 68.552,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP <= 1026.9) and (AFDP > 4.403) and (TEY > 152.04) and (TEY > 153.49) -> 74.382,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP > 1026.9) and (AFDP <= 4.659) and (AP <= 1028.55) and (AP <= 1028.4) and (AT <= 7.131) -> 65.472,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP > 1026.9) and (AFDP <= 4.659) and (AP <= 1028.55) and (AP <= 1028.4) and (AT > 7.131) -> 62.111,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP > 1026.9) and (AFDP <= 4.659) and (AP <= 1028.55) and (AP > 1028.4) -> 86.168,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP > 1026.9) and (AFDP <= 4.659) and (AP > 1028.55) -> 58.682,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT <= 10.438) and (AFDP > 3.694) and (TEY > 140.105) and (AP > 1026.9) and (AFDP > 4.659) -> 74.115,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP <= 3.122) and (AT <= 12.444) and (TEY <= 129.865) -> 76.046,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP <= 3.122) and (AT <= 12.444) and (TEY > 129.865) -> 66.595,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP <= 3.122) and (AT > 12.444) and (AP <= 1004.65) -> 73.927,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP <= 3.122) and (AT > 12.444) and (AP > 1004.65) -> 67.11,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP > 3.122) and (TEY <= 126.615) and (AT <= 13.915) -> 62.363,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP > 3.122) and (TEY <= 126.615) and (AT > 13.915) -> 57.029,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP > 3.122) and (TEY > 126.615) and (AFDP <= 3.156) -> 72.548,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY <= 131.36) and (AFDP > 3.122) and (TEY > 126.615) and (AFDP > 3.156) -> 64.452,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP <= 3.03) and (TEY <= 136.56) and (AFDP <= 2.995) -> 72.658,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP <= 3.03) and (TEY <= 136.56) and (AFDP > 2.995) -> 75.694,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP <= 3.03) and (TEY > 136.56) -> 63.129,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP > 3.03) and (AT <= 12.724) and (AFDP <= 3.173) -> 77.09,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP > 3.03) and (AT <= 12.724) and (AFDP > 3.173) -> 80.492,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP > 3.03) and (AT > 12.724) and (AP <= 1000.65) -> 80.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP <= 1011.45) and (TEY > 131.36) and (AFDP > 3.03) and (AT > 12.724) and (AP > 1000.65) -> 74.505,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT <= 13.385) and (TEY <= 119.155) -> 82.576,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT <= 13.385) and (TEY > 119.155) and (AP <= 1015.25) and (AFDP <= 2.822) -> 67.275,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT <= 13.385) and (TEY > 119.155) and (AP <= 1015.25) and (AFDP > 2.822) -> 72.063,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT <= 13.385) and (TEY > 119.155) and (AP > 1015.25) and (AT <= 11.389) -> 70.44,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT <= 13.385) and (TEY > 119.155) and (AP > 1015.25) and (AT > 11.389) -> 66.624,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT > 13.385) and (AP <= 1025.55) and (AP <= 1015.75) and (TEY <= 130.24) -> 63.348,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT > 13.385) and (AP <= 1025.55) and (AP <= 1015.75) and (TEY > 130.24) -> 69.623,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT > 13.385) and (AP <= 1025.55) and (AP > 1015.75) and (TEY <= 124.635) -> 66.229,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT > 13.385) and (AP <= 1025.55) and (AP > 1015.75) and (TEY > 124.635) -> 62.077,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP <= 3.223) and (AP > 1011.45) and (AT > 13.385) and (AP > 1025.55) -> 85.699,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT <= 13.961) and (AFDP <= 3.515) and (AT <= 13.938) and (TEY <= 130.885) -> 60.932,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT <= 13.961) and (AFDP <= 3.515) and (AT <= 13.938) and (TEY > 130.885) -> 65.305,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT <= 13.961) and (AFDP <= 3.515) and (AT > 13.938) -> 89.182,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT <= 13.961) and (AFDP > 3.515) and (TEY <= 130.035) and (AFDP <= 3.538) -> 107.02,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT <= 13.961) and (AFDP > 3.515) and (TEY <= 130.035) and (AFDP > 3.538) -> 75.387,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT <= 13.961) and (AFDP > 3.515) and (TEY > 130.035) -> 61.851,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY <= 125.62) and (AFDP <= 3.47) and (AP <= 1018.45) -> 64.515,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY <= 125.62) and (AFDP <= 3.47) and (AP > 1018.45) -> 52.992,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY <= 125.62) and (AFDP > 3.47) and (AP <= 1016.0) -> 64.745,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY <= 125.62) and (AFDP > 3.47) and (AP > 1016.0) -> 75.228,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY > 125.62) and (TEY <= 130.99) and (AP <= 999.11) -> 61.926,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY > 125.62) and (TEY <= 130.99) and (AP > 999.11) -> 55.065,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY > 125.62) and (TEY > 130.99) and (AP <= 1020.95) -> 58.587,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY <= 132.02) and (AT > 13.961) and (TEY > 125.62) and (TEY > 130.99) and (AP > 1020.95) -> 65.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP <= 1004.85) and (TEY <= 137.25) and (AFDP <= 3.281) -> 75.476,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP <= 1004.85) and (TEY <= 137.25) and (AFDP > 3.281) -> 79.222,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP <= 1004.85) and (TEY > 137.25) -> 93.562,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP > 1004.85) and (AP <= 1021.5) and (AP <= 1014.65) -> 71.382,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP > 1004.85) and (AP <= 1021.5) and (AP > 1014.65) -> 66.715,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP > 1004.85) and (AP > 1021.5) and (AT <= 13.722) -> 83.015,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP <= 3.375) and (AP > 1004.85) and (AP > 1021.5) and (AT > 13.722) -> 72.728,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY <= 138.34) and (AP <= 1018.85) and (AFDP <= 3.528) -> 65.294,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY <= 138.34) and (AP <= 1018.85) and (AFDP > 3.528) -> 62.987,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY <= 138.34) and (AP > 1018.85) and (AFDP <= 3.772) -> 65.615,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY <= 138.34) and (AP > 1018.85) and (AFDP > 3.772) -> 77.134,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY > 138.34) and (TEY <= 152.075) and (TEY <= 142.985) -> 66.707,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY > 138.34) and (TEY <= 152.075) and (TEY > 142.985) -> 70.635,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY > 138.34) and (TEY > 152.075) and (AFDP <= 3.563) -> 53.57,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP <= 3.846) and (AFDP > 3.223) and (TEY > 132.02) and (AFDP > 3.375) and (TEY > 138.34) and (TEY > 152.075) and (AFDP > 3.563) -> 63.127,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT <= 11.904) and (AFDP <= 5.025) and (TEY <= 120.045) -> 90.185,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT <= 11.904) and (AFDP <= 5.025) and (TEY > 120.045) and (AP <= 1011.05) -> 74.739,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT <= 11.904) and (AFDP <= 5.025) and (TEY > 120.045) and (AP > 1011.05) -> 76.711,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT <= 11.904) and (AFDP > 5.025) -> 68.252,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP <= 4.619) and (TEY <= 120.48) -> 80.417,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP <= 4.619) and (TEY > 120.48) and (AP <= 1008.55) -> 70.961,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP <= 4.619) and (TEY > 120.48) and (AP > 1008.55) -> 73.393,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP > 4.619) and (AP <= 1010.0) and (AFDP <= 5.147) -> 75.281,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP > 4.619) and (AP <= 1010.0) and (AFDP > 5.147) -> 71.431,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP > 4.619) and (AP > 1010.0) and (AP <= 1011.65) -> 86.584,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY <= 134.82) and (AT > 11.904) and (AFDP > 4.619) and (AP > 1010.0) and (AP > 1011.65) -> 77.144,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP <= 1023.1) and (AT <= 11.87) and (AT <= 11.848) and (TEY <= 141.83) -> 76.751,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP <= 1023.1) and (AT <= 11.87) and (AT <= 11.848) and (TEY > 141.83) -> 72.894,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP <= 1023.1) and (AT <= 11.87) and (AT > 11.848) -> 95.192,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP <= 1023.1) and (AT > 11.87) and (AP <= 1003.45) -> 80.386,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP <= 1023.1) and (AT > 11.87) and (AP > 1003.45) and (AFDP <= 4.396) -> 73.022,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP <= 1023.1) and (AT > 11.87) and (AP > 1003.45) and (AFDP > 4.396) -> 69.832,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP > 1023.1) and (AT <= 12.204) and (AT <= 11.446) and (TEY <= 138.23) -> 65.597,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP > 1023.1) and (AT <= 12.204) and (AT <= 11.446) and (TEY > 138.23) -> 72.539,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP > 1023.1) and (AT <= 12.204) and (AT > 11.446) -> 58.203,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT <= 13.809) and (TEY > 134.82) and (AP > 1023.1) and (AT > 12.204) -> 74.469,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY <= 128.55) and (AFDP <= 4.201) and (AP <= 1001.37) -> 81.84,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY <= 128.55) and (AFDP <= 4.201) and (AP > 1001.37) and (TEY <= 122.11) -> 63.531,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY <= 128.55) and (AFDP <= 4.201) and (AP > 1001.37) and (TEY > 122.11) -> 68.474,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY <= 128.55) and (AFDP > 4.201) and (AT <= 16.498) and (AP <= 1014.15) -> 73.753,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY <= 128.55) and (AFDP > 4.201) and (AT <= 16.498) and (AP > 1014.15) -> 77.212,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY <= 128.55) and (AFDP > 4.201) and (AT > 16.498) -> 66.382,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY > 128.55) and (AFDP <= 4.697) and (AFDP <= 4.148) -> 53.048,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY > 128.55) and (AFDP <= 4.697) and (AFDP > 4.148) and (AFDP <= 4.329) -> 69.175,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY > 128.55) and (AFDP <= 4.697) and (AFDP > 4.148) and (AFDP > 4.329) -> 58.345,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY <= 131.55) and (TEY > 128.55) and (AFDP > 4.697) -> 74.739,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP <= 4.208) and (TEY <= 151.11) and (TEY <= 143.905) -> 70.129,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP <= 4.208) and (TEY <= 151.11) and (TEY > 143.905) -> 59.278,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP <= 4.208) and (TEY > 151.11) and (AFDP <= 4.14) -> 74.484,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP <= 4.208) and (TEY > 151.11) and (AFDP > 4.14) -> 69.948,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP > 4.208) and (TEY <= 153.215) and (AP <= 1003.0) -> 75.479,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP > 4.208) and (TEY <= 153.215) and (AP > 1003.0) -> 67.949,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP > 4.208) and (TEY > 153.215) and (AP <= 1015.3) -> 59.572,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP <= 4.464) and (AFDP > 4.208) and (TEY > 153.215) and (AP > 1015.3) -> 54.119,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY <= 151.925) and (AP <= 1024.35) and (AP <= 1008.85) -> 74.214,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY <= 151.925) and (AP <= 1024.35) and (AP > 1008.85) -> 71.381,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY <= 151.925) and (AP > 1024.35) and (AFDP <= 4.684) -> 74.728,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY <= 151.925) and (AP > 1024.35) and (AFDP > 4.684) -> 79.824,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY > 151.925) and (AFDP <= 4.499) -> 85.474,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY > 151.925) and (AFDP > 4.499) and (AP <= 1011.25) -> 70.489,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AT > 10.438) and (AFDP > 3.846) and (AT > 13.809) and (TEY > 131.55) and (AFDP > 4.464) and (TEY > 151.925) and (AFDP > 4.499) and (AP > 1011.25) -> 63.576,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY <= 156.105) -> 60.573,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT <= 8.622) and (TEY <= 163.735) and (AFDP <= 3.949) -> 61.975,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT <= 8.622) and (TEY <= 163.735) and (AFDP > 3.949) -> 69.438,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT <= 8.622) and (TEY > 163.735) and (AP <= 1009.15) -> 67.376,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT <= 8.622) and (TEY > 163.735) and (AP > 1009.15) -> 65.406,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT > 8.622) and (AP <= 1008.85) and (AFDP <= 3.921) -> 68.216,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT > 8.622) and (AP <= 1008.85) and (AFDP > 3.921) -> 71.408,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT <= 14.497) and (TEY > 156.105) and (AT > 8.622) and (AP > 1008.85) -> 64.03,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT > 14.497) and (AFDP <= 4.017) and (AP <= 1009.35) and (AP <= 1002.2) -> 70.622,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT > 14.497) and (AFDP <= 4.017) and (AP <= 1009.35) and (AP > 1002.2) and (TEY <= 155.17) -> 70.652,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT > 14.497) and (AFDP <= 4.017) and (AP <= 1009.35) and (AP > 1002.2) and (TEY > 155.17) -> 72.748,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT > 14.497) and (AFDP <= 4.017) and (AP > 1009.35) -> 67.017,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP <= 1010.05) and (AT > 14.497) and (AFDP > 4.017) -> 78.567,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP <= 1015.1) and (TEY <= 157.745) and (AFDP <= 3.813) -> 61.686,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP <= 1015.1) and (TEY <= 157.745) and (AFDP > 3.813) -> 57.779,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP <= 1015.1) and (TEY > 157.745) and (AFDP <= 3.813) and (TEY <= 162.235) -> 70.529,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP <= 1015.1) and (TEY > 157.745) and (AFDP <= 3.813) and (TEY > 162.235) -> 66.877,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP <= 1015.1) and (TEY > 157.745) and (AFDP > 3.813) and (AP <= 1011.3) -> 66.281,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP <= 1015.1) and (TEY > 157.745) and (AFDP > 3.813) and (AP > 1011.3) -> 63.202,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP > 1015.1) and (TEY <= 157.68) and (AT <= 5.813) -> 70.416,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP > 1015.1) and (TEY <= 157.68) and (AT > 5.813) and (AT <= 12.36) -> 59.711,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP > 1015.1) and (TEY <= 157.68) and (AT > 5.813) and (AT > 12.36) -> 66.024,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP > 1015.1) and (TEY > 157.68) and (AT <= 2.446) -> 64.644,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP > 1015.1) and (TEY > 157.68) and (AT > 2.446) and (TEY <= 165.945) -> 59.604,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT <= 14.172) and (AP > 1015.1) and (TEY > 157.68) and (AT > 2.446) and (TEY > 165.945) -> 64.372,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT > 14.172) and (TEY <= 155.0) -> 70.206,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP <= 1016.15) and (AP <= 1007.8) and (AT <= 6.31) -> 116.496,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT > 14.172) and (TEY > 155.0) and (AP > 1010.25) and (TEY <= 157.915) and (TEY <= 155.045) -> 45.698,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT > 14.172) and (TEY > 155.0) and (AP > 1010.25) and (TEY <= 157.915) and (TEY > 155.045) -> 58.772,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT > 14.172) and (TEY > 155.0) and (AP > 1010.25) and (TEY > 157.915) and (AFDP <= 3.817) -> 56.834,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP <= 4.022) and (AP > 1010.05) and (AT > 14.172) and (TEY > 155.0) and (AP > 1010.25) and (TEY > 157.915) and (AFDP > 3.817) -> 48.236,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY <= 156.425) and (AFDP <= 4.987) -> 77.398,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY <= 156.425) and (AFDP > 4.987) -> 69.912,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY > 156.425) and (AP <= 997.735) -> 64.152,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY > 156.425) and (AP > 997.735) and (AFDP <= 4.248) and (TEY <= 159.335) -> 74.996,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY > 156.425) and (AP > 997.735) and (AFDP <= 4.248) and (TEY > 159.335) -> 70.437,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY > 156.425) and (AP > 997.735) and (AFDP > 4.248) and (AFDP <= 4.286) -> 61.5,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY <= 161.49) and (TEY > 156.425) and (AP > 997.735) and (AFDP > 4.248) and (AFDP > 4.286) -> 69.205,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY > 161.49) and (AFDP <= 5.871) and (TEY <= 161.665) -> 84.275,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY > 161.49) and (AFDP <= 5.871) and (TEY > 161.665) and (AT <= 6.201) -> 74.114,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY > 161.49) and (AFDP <= 5.871) and (TEY > 161.665) and (AT > 6.201) -> 71.33,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP <= 1003.35) and (TEY > 161.49) and (AFDP > 5.871) -> 95.963,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY <= 155.9) and (AP <= 1019.1) and (AP <= 1007.0) -> 65.96,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY <= 155.9) and (AP <= 1019.1) and (AP > 1007.0) -> 74.055,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY <= 155.9) and (AP > 1019.1) -> 86.543,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY > 155.9) and (AFDP <= 4.075) and (AP <= 1014.6) -> 69.419,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY > 155.9) and (AFDP <= 4.075) and (AP > 1014.6) -> 61.336,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY > 155.9) and (AFDP > 4.075) and (TEY <= 164.285) -> 68.626,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP <= 1020.75) and (TEY > 155.9) and (AFDP > 4.075) and (TEY > 164.285) -> 66.972,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT <= 10.305) and (AFDP <= 4.731) and (TEY <= 162.305) -> 56.23,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT <= 10.305) and (AFDP <= 4.731) and (TEY > 162.305) -> 63.323,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT <= 10.305) and (AFDP > 4.731) and (AT <= 2.275) -> 70.577,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT <= 10.305) and (AFDP > 4.731) and (AT > 2.275) -> 64.661,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT > 10.305) and (TEY <= 160.29) and (AT <= 11.065) -> 53.903,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT > 10.305) and (TEY <= 160.29) and (AT > 11.065) -> 66.591,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT > 10.305) and (TEY > 160.29) and (AFDP <= 4.73) -> 77.72,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT <= 12.797) and (AP > 1020.75) and (AT > 10.305) and (TEY > 160.29) and (AFDP > 4.73) -> 64.702,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT <= 14.746) and (AFDP <= 4.1) and (AP <= 1010.15) -> 69.784,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT <= 14.746) and (AFDP <= 4.1) and (AP > 1010.15) -> 63.838,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT <= 14.746) and (AFDP > 4.1) and (AT <= 14.561) -> 71.709,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT <= 14.746) and (AFDP > 4.1) and (AT > 14.561) -> 63.529,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT > 14.746) and (AP <= 1021.45) and (TEY <= 154.775) -> 66.586,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT > 14.746) and (AP <= 1021.45) and (TEY > 154.775) -> 73.525,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP <= 4.219) and (AT > 14.746) and (AP > 1021.45) -> 79.719,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP > 4.219) and (TEY <= 160.88) and (AP <= 1020.65) and (AP <= 1018.6) -> 64.069,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP > 4.219) and (TEY <= 160.88) and (AP <= 1020.65) and (AP > 1018.6) -> 67.457,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP > 4.219) and (TEY <= 160.88) and (AP > 1020.65) and (AFDP <= 4.549) -> 51.782,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP > 4.219) and (TEY <= 160.88) and (AP > 1020.65) and (AFDP > 4.549) -> 60.683,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP > 4.219) and (TEY > 160.88) and (AFDP <= 4.705) -> 54.259,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP <= 1021.95) and (AFDP > 4.022) and (AP > 1003.35) and (AT > 12.797) and (AFDP > 4.219) and (TEY > 160.88) and (AFDP > 4.705) -> 63.615,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP <= 1025.75) and (AT <= 15.13) and (AFDP <= 3.714) -> 76.244,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP <= 1025.75) and (AT <= 15.13) and (AFDP > 3.714) and (AT <= 8.728) -> 59.119,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP <= 1025.75) and (AT <= 15.13) and (AFDP > 3.714) and (AT > 8.728) -> 62.4,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP <= 1025.75) and (AT > 15.13) -> 79.29,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP > 1025.75) and (AT <= -3.078) -> 78.823,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP > 1025.75) and (AT > -3.078) and (AFDP <= 4.086) and (TEY <= 158.665) -> 71.032,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP > 1025.75) and (AT > -3.078) and (AFDP <= 4.086) and (TEY > 158.665) -> 59.85,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP > 1025.75) and (AT > -3.078) and (AFDP > 4.086) and (TEY <= 167.635) -> 68.592,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP <= 4.464) and (AP > 1025.75) and (AT > -3.078) and (AFDP > 4.086) and (TEY > 167.635) -> 77.325,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY <= 162.04) and (AP <= 1022.45) -> 65.309,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY <= 162.04) and (AP > 1022.45) and (TEY <= 157.925) -> 66.031,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY <= 162.04) and (AP > 1022.45) and (TEY > 157.925) -> 49.521,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY > 162.04) and (AT <= 7.828) and (AP <= 1025.75) -> 50.731,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY > 162.04) and (AT <= 7.828) and (AP > 1025.75) -> 73.654,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY > 162.04) and (AT > 7.828) and (TEY <= 163.625) -> 60.497,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY <= 168.275) and (TEY > 162.04) and (AT > 7.828) and (TEY > 163.625) -> 78.56,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) and (TEY > 168.275) -> 76.634,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 4.678) -> 80.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT <= 4.233) and (AFDP <= 4.998) -> 75.16,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT <= 4.233) and (AFDP > 4.998) and (AP <= 1026.45) -> 68.731,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT <= 4.233) and (AFDP > 4.998) and (AP > 1026.45) -> 66.815,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT > 4.233) and (TEY <= 168.045) and (AP <= 1028.25) -> 64.441,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT > 4.233) and (TEY <= 168.045) and (AP > 1028.25) -> 61.618,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT > 4.233) and (TEY > 168.045) and (AT <= 7.013) -> 65.792,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP <= 6.024) and (AT > 4.233) and (TEY > 168.045) and (AT > 7.013) -> 57.377,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP > 6.024) and (AT <= 8.207) and (AP <= 1025.65) -> 59.814,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP > 6.024) and (AT <= 8.207) and (AP > 1025.65) and (TEY <= 168.7) -> 61.826,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP > 6.024) and (AT <= 8.207) and (AP > 1025.65) and (TEY > 168.7) -> 63.739,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP > 4.678) and (AFDP > 6.024) and (AT > 8.207) -> 58.722,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT <= 7.169) and (TEY <= 174.27) and (TEY <= 165.79) -> 57.504,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT <= 7.169) and (TEY <= 174.27) and (TEY > 165.79) and (AT <= 3.521) and (TEY <= 172.72) -> 60.75,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT <= 7.169) and (TEY <= 174.27) and (TEY > 165.79) and (AT <= 3.521) and (TEY > 172.72) -> 62.561,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT <= 7.169) and (TEY <= 174.27) and (TEY > 165.79) and (AT > 3.521) -> 78.95,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT <= 7.169) and (TEY > 174.27) and (AFDP <= 4.259) -> 58.702,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT <= 7.169) and (TEY > 174.27) and (AFDP > 4.259) -> 55.802,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT > 7.169) and (AT <= 8.243) -> 65.6,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP <= 4.31) and (AT > 7.169) and (AT > 8.243) -> 69.866,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP <= 4.49) and (AFDP <= 4.474) and (TEY <= 169.105) and (AP <= 1030.45) -> 52.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP <= 4.49) and (AFDP <= 4.474) and (TEY <= 169.105) and (AP > 1030.45) -> 49.105,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP <= 4.49) and (AFDP <= 4.474) and (TEY > 169.105) -> 56.059,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP <= 4.49) and (AFDP > 4.474) -> 74.108,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP > 4.49) and (AT <= 3.692) -> 49.6,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP > 4.49) and (AT > 3.692) and (AFDP <= 4.654) -> 48.302,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP <= 4.999) and (AFDP > 4.49) and (AT > 3.692) and (AFDP > 4.654) -> 47.385,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT <= 5.068) -> 47.719,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT > 5.068) and (AFDP <= 5.791) and (AFDP <= 5.742) and (AFDP <= 5.606) -> 64.025,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT > 5.068) and (AFDP <= 5.791) and (AFDP <= 5.742) and (AFDP > 5.606) -> 61.033,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT > 5.068) and (AFDP <= 5.791) and (AFDP > 5.742) -> 69.366,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT > 5.068) and (AFDP > 5.791) and (AP <= 1028.85) -> 64.014,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT > 5.068) and (AFDP > 5.791) and (AP > 1028.85) and (AT <= 9.158) -> 56.919,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY > 154.69) and (AP > 1021.95) and (AP > 1028.65) and (AFDP > 4.31) and (AFDP > 4.999) and (AT > 5.068) and (AFDP > 5.791) and (AP > 1028.85) and (AT > 9.158) -> 59.15,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP <= 2.245) -> 113.22,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP <= 2.65) and (TEY <= 100.905) -> 79.894,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP <= 2.65) and (TEY > 100.905) and (AT <= 20.181) and (AP <= 1021.4) and (AT <= 20.136) and (AT <= 18.615) -> 58.306,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP <= 2.65) and (TEY > 100.905) and (AT <= 20.181) and (AP <= 1021.4) and (AT <= 20.136) and (AT > 18.615) -> 62.735,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP <= 2.65) and (TEY > 100.905) and (AT <= 20.181) and (AP <= 1021.4) and (AT > 20.136) -> 48.592,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP <= 2.65) and (TEY > 100.905) and (AT <= 20.181) and (AP > 1021.4) -> 70.808,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP <= 2.65) and (TEY > 100.905) and (AT > 20.181) -> 74.721,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY <= 104.92) and (AP <= 1021.1) and (AT <= 19.317) and (AT <= 17.498) -> 91.451,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY <= 104.92) and (AP <= 1021.1) and (AT <= 19.317) and (AT > 17.498) -> 82.786,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY <= 104.92) and (AP <= 1021.1) and (AT > 19.317) -> 116.04,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY <= 104.92) and (AP > 1021.1) -> 61.299,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY > 104.92) and (AP <= 1014.25) and (TEY <= 105.71) -> 72.164,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY > 104.92) and (AP <= 1014.25) and (TEY > 105.71) -> 81.871,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT <= 19.339) and (TEY > 104.92) and (AP > 1014.25) -> 58.836,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT > 19.339) and (AFDP <= 2.727) -> 90.981,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT > 19.339) and (AFDP > 2.727) and (AT <= 20.12) and (AP <= 1016.75) and (AT <= 19.352) -> 62.726,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT > 19.339) and (AFDP > 2.727) and (AT <= 20.12) and (AP <= 1016.75) and (AT > 19.352) -> 72.706,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT > 19.339) and (AFDP > 2.727) and (AT <= 20.12) and (AP > 1016.75) -> 83.051,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY <= 106.33) and (AFDP > 2.245) and (AFDP > 2.65) and (AT > 19.339) and (AFDP > 2.727) and (AT > 20.12) -> 66.394,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP <= 1016.65) and (AP <= 997.71) -> 74.859,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP <= 1016.65) and (AP > 997.71) and (AFDP <= 2.667) and (AFDP <= 2.302) -> 49.845,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP <= 1016.65) and (AP > 997.71) and (AFDP <= 2.667) and (AFDP > 2.302) -> 65.193,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP <= 1016.65) and (AP > 997.71) and (AFDP > 2.667) and (AFDP <= 2.871) -> 57.81,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP <= 1016.65) and (AP > 997.71) and (AFDP > 2.667) and (AFDP > 2.871) -> 61.512,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP > 1016.65) and (AP <= 1017.85) and (AFDP <= 3.613) -> 68.184,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP > 1016.65) and (AP <= 1017.85) and (AFDP > 3.613) -> 78.393,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP > 1016.65) and (AP > 1017.85) and (AP <= 1020.15) and (TEY <= 108.3) -> 68.125,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP > 1016.65) and (AP > 1017.85) and (AP <= 1020.15) and (TEY > 108.3) -> 56.671,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP > 1016.65) and (AP > 1017.85) and (AP > 1020.15) and (TEY <= 126.075) -> 64.723,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT <= 18.319) and (AP > 1016.65) and (AP > 1017.85) and (AP > 1020.15) and (TEY > 126.075) -> 76.808,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP <= 999.96) and (AT <= 19.453) and (TEY <= 109.39) -> 77.277,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP <= 999.96) and (AT <= 19.453) and (TEY > 109.39) -> 70.604,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP <= 999.96) and (AT > 19.453) -> 65.724,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP > 999.96) and (AFDP <= 2.692) and (AFDP <= 2.415) -> 49.982,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP > 999.96) and (AFDP <= 2.692) and (AFDP > 2.415) and (AFDP <= 2.654) -> 65.325,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP > 999.96) and (AFDP <= 2.692) and (AFDP > 2.415) and (AFDP > 2.654) -> 63.211,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP > 999.96) and (AFDP > 2.692) and (TEY <= 127.02) and (AT <= 19.849) -> 58.228,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP > 999.96) and (AFDP > 2.692) and (TEY <= 127.02) and (AT > 19.849) -> 56.573,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY <= 127.095) and (AT > 18.319) and (AP > 999.96) and (AFDP > 2.692) and (TEY > 127.02) -> 80.257,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP <= 3.235) and (AFDP <= 3.188) and (AFDP <= 2.959) -> 70.2,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP <= 3.235) and (AFDP <= 3.188) and (AFDP > 2.959) and (TEY <= 127.905) -> 77.659,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP <= 3.235) and (AFDP <= 3.188) and (AFDP > 2.959) and (TEY > 127.905) -> 81.187,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP <= 3.235) and (AFDP > 3.188) -> 66.68,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP <= 997.935) and (AP <= 994.39) -> 64.96,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP <= 997.935) and (AP > 994.39) -> 61.928,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP > 997.935) and (TEY <= 130.445) and (AP <= 1020.65) and (TEY <= 130.34) -> 52.726,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP > 997.935) and (TEY <= 130.445) and (AP <= 1020.65) and (TEY > 130.34) -> 47.386,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP > 997.935) and (TEY <= 130.445) and (AP > 1020.65) -> 62.953,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP > 997.935) and (TEY > 130.445) and (AFDP <= 3.305) -> 64.291,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP > 997.935) and (TEY > 130.445) and (AFDP > 3.305) and (AP <= 1013.25) -> 56.007,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP <= 3.911) and (TEY > 127.095) and (AFDP > 3.235) and (AP > 997.935) and (TEY > 130.445) and (AFDP > 3.305) and (AP > 1013.25) -> 53.418,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT <= 18.665) and (AP <= 1011.8) and (AFDP <= 3.949) -> 63.046,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT <= 18.665) and (AP <= 1011.8) and (AFDP > 3.949) and (AP <= 1002.25) -> 73.677,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT <= 18.665) and (AP <= 1011.8) and (AFDP > 3.949) and (AP > 1002.25) -> 69.236,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT <= 18.665) and (AP > 1011.8) and (TEY <= 116.83) and (AFDP <= 4.178) -> 74.099,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT <= 18.665) and (AP > 1011.8) and (TEY <= 116.83) and (AFDP > 4.178) -> 66.882,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT <= 18.665) and (AP > 1011.8) and (TEY > 116.83) -> 85.347,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT > 18.665) and (TEY <= 108.005) -> 81.757,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT > 18.665) and (TEY > 108.005) and (AT <= 20.309) and (AFDP <= 4.041) -> 70.378,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT > 18.665) and (TEY > 108.005) and (AT <= 20.309) and (AFDP > 4.041) -> 66.243,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP <= 4.411) and (AT > 18.665) and (TEY > 108.005) and (AT > 20.309) -> 54.218,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP > 4.411) and (AT <= 17.571) and (TEY <= 113.595) -> 68.255,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP > 4.411) and (AT <= 17.571) and (TEY > 113.595) -> 74.302,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP > 4.411) and (AT > 17.571) and (AP <= 1009.0) -> 58.531,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP > 4.411) and (AT > 17.571) and (AP > 1009.0) and (AP <= 1011.85) -> 65.296,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP > 4.411) and (AT > 17.571) and (AP > 1009.0) and (AP > 1011.85) and (AT <= 19.004) -> 60.844,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY <= 116.94) and (AFDP > 4.411) and (AT > 17.571) and (AP > 1009.0) and (AP > 1011.85) and (AT > 19.004) -> 62.664,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP <= 1014.7) and (AFDP <= 4.199) and (AP <= 1008.1) -> 54.436,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP <= 1014.7) and (AFDP <= 4.199) and (AP > 1008.1) -> 64.287,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP <= 1014.7) and (AFDP > 4.199) -> 68.896,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP > 1014.7) and (TEY <= 128.175) and (AFDP <= 4.445) -> 61.01,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP > 1014.7) and (TEY <= 128.175) and (AFDP > 4.445) -> 76.267,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP > 1014.7) and (TEY > 128.175) and (AFDP <= 3.984) -> 46.741,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT <= 18.953) and (AP > 1014.7) and (TEY > 128.175) and (AFDP > 3.984) -> 58.414,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY <= 126.445) and (AFDP <= 4.409) and (AFDP <= 3.999) -> 63.767,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY <= 126.445) and (AFDP <= 4.409) and (AFDP > 3.999) -> 57.454,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY <= 126.445) and (AFDP > 4.409) -> 69.981,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY > 126.445) and (AFDP <= 4.152) and (AP <= 1007.45) -> 51.957,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY > 126.445) and (AFDP <= 4.152) and (AP > 1007.45) -> 47.816,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY > 126.445) and (AFDP > 4.152) and (AP <= 1014.9) -> 59.109,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP <= 4.543) and (AT > 18.953) and (TEY > 126.445) and (AFDP > 4.152) and (AP > 1014.9) -> 56.636,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP > 4.543) and (AT <= 19.255) and (AFDP <= 4.733) -> 73.363,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP > 4.543) and (AT <= 19.255) and (AFDP > 4.733) and (AP <= 1008.7) -> 70.823,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP > 4.543) and (AT <= 19.255) and (AFDP > 4.733) and (AP > 1008.7) and (AFDP <= 4.973) -> 69.44,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP > 4.543) and (AT <= 19.255) and (AFDP > 4.733) and (AP > 1008.7) and (AFDP > 4.973) -> 66.785,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP > 4.543) and (AT > 19.255) and (AFDP <= 4.791) -> 60.542,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT <= 20.418) and (TEY > 106.33) and (AFDP > 3.911) and (TEY > 116.94) and (AFDP > 4.543) and (AT > 19.255) and (AFDP > 4.791) -> 66.677,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY <= 103.75) and (AT <= 22.491) and (AP <= 1019.3) and (AP <= 1005.55) -> 71.654,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY <= 103.75) and (AT <= 22.491) and (AP <= 1019.3) and (AP > 1005.55) and (AFDP <= 2.589) -> 68.877,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY <= 103.75) and (AT <= 22.491) and (AP <= 1019.3) and (AP > 1005.55) and (AFDP > 2.589) and (AFDP <= 2.764) -> 54.049,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY <= 103.75) and (AT <= 22.491) and (AP <= 1019.3) and (AP > 1005.55) and (AFDP > 2.589) and (AFDP > 2.764) -> 63.173,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY <= 103.75) and (AT <= 22.491) and (AP > 1019.3) -> 82.247,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY <= 103.75) and (AT > 22.491) -> 45.744,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP <= 1001.2) -> 67.065,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP <= 2.673) and (TEY <= 110.1) and (AP <= 1014.3) -> 63.229,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP <= 2.673) and (TEY <= 110.1) and (AP > 1014.3) -> 54.08,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP <= 2.673) and (TEY > 110.1) -> 75.507,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP > 2.673) and (AT <= 21.66) and (AFDP <= 3.838) -> 55.574,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP > 2.673) and (AT <= 21.66) and (AFDP > 3.838) -> 59.055,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP > 2.673) and (AT > 21.66) and (AP <= 1011.65) -> 53.146,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY <= 127.485) and (AP > 1001.2) and (AFDP > 2.673) and (AT > 21.66) and (AP > 1011.65) -> 55.471,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY <= 127.98) and (AFDP <= 3.799) and (AP <= 1008.75) -> 53.844,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY <= 127.98) and (AFDP <= 3.799) and (AP > 1008.75) -> 51.506,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY <= 127.98) and (AFDP > 3.799) and (AFDP <= 3.904) -> 45.962,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY <= 127.98) and (AFDP > 3.799) and (AFDP > 3.904) -> 50.077,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY > 127.98) and (AFDP <= 3.479) and (AT <= 20.438) -> 63.951,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY > 127.98) and (AFDP <= 3.479) and (AT > 20.438) -> 49.124,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY > 127.98) and (AFDP > 3.479) and (AFDP <= 3.792) -> 55.244,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY <= 131.675) and (TEY > 127.98) and (AFDP > 3.479) and (AFDP > 3.792) -> 52.164,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY > 131.675) and (AFDP <= 3.729) -> 64.574,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY > 131.675) and (AFDP > 3.729) and (AT <= 21.429) -> 51.196,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP <= 4.251) and (TEY > 103.75) and (TEY > 127.485) and (TEY > 131.675) and (AFDP > 3.729) and (AT > 21.429) -> 57.709,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY <= 121.69) and (AP <= 1014.35) and (AFDP <= 4.455) and (TEY <= 113.07) and (TEY <= 110.87) -> 65.625,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY <= 121.69) and (AP <= 1014.35) and (AFDP <= 4.455) and (TEY <= 113.07) and (TEY > 110.87) -> 61.922,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY <= 121.69) and (AP <= 1014.35) and (AFDP <= 4.455) and (TEY > 113.07) -> 56.047,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY <= 121.69) and (AP <= 1014.35) and (AFDP > 4.455) -> 67.636,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY <= 121.69) and (AP > 1014.35) -> 73.042,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP <= 1012.8) and (AFDP <= 4.367) -> 59.62,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP <= 1012.8) and (AFDP > 4.367) and (AFDP <= 4.621) and (TEY <= 128.53) -> 56.062,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP <= 1012.8) and (AFDP > 4.367) and (AFDP <= 4.621) and (TEY > 128.53) -> 53.511,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP <= 1012.8) and (AFDP > 4.367) and (AFDP > 4.621) -> 57.518,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP > 1012.8) and (AP <= 1015.2) and (AP <= 1014.5) -> 61.689,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP > 1012.8) and (AP <= 1015.2) and (AP > 1014.5) -> 71.816,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP > 1012.8) and (AP > 1015.2) and (TEY <= 131.215) and (AP <= 1022.65) -> 56.762,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP > 1012.8) and (AP > 1015.2) and (TEY <= 131.215) and (AP > 1022.65) -> 60.893,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP <= 4.966) and (TEY > 121.69) and (AP > 1012.8) and (AP > 1015.2) and (TEY > 131.215) -> 65.208,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT <= 22.746) and (AFDP > 4.251) and (AFDP > 4.966) -> 69.651,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY <= 106.425) and (AFDP <= 2.942) and (AT <= 25.568) and (AFDP <= 2.804) -> 54.856,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY <= 106.425) and (AFDP <= 2.942) and (AT <= 25.568) and (AFDP > 2.804) -> 63.403,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY <= 106.425) and (AFDP <= 2.942) and (AT > 25.568) -> 51.942,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY <= 106.425) and (AFDP > 2.942) and (TEY <= 102.905) -> 68.167,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY <= 106.425) and (AFDP > 2.942) and (TEY > 102.905) and (AFDP <= 3.716) -> 52.33,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY <= 106.425) and (AFDP > 2.942) and (TEY > 102.905) and (AFDP > 3.716) -> 56.124,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY > 106.425) and (AFDP <= 2.696) -> 67.21,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY > 106.425) and (AFDP > 2.696) and (AFDP <= 4.213) and (AFDP <= 3.873) -> 51.445,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY > 106.425) and (AFDP > 2.696) and (AFDP <= 4.213) and (AFDP > 3.873) -> 49.54,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY > 106.425) and (AFDP > 2.696) and (AFDP > 4.213) and (TEY <= 109.945) -> 66.414,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP <= 1013.35) and (TEY > 106.425) and (AFDP > 2.696) and (AFDP > 4.213) and (TEY > 109.945) -> 52.659,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY <= 106.225) and (AFDP <= 3.514) and (TEY <= 102.965) -> 51.634,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY <= 106.225) and (AFDP <= 3.514) and (TEY > 102.965) -> 55.438,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY <= 106.225) and (AFDP > 3.514) -> 65.364,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY > 106.225) and (TEY <= 110.755) and (AFDP <= 3.241) -> 50.74,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY > 106.225) and (TEY <= 110.755) and (AFDP > 3.241) -> 52.386,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY > 106.225) and (TEY > 110.755) and (AFDP <= 3.389) -> 53.891,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY <= 111.825) and (TEY > 106.225) and (TEY > 110.755) and (AFDP > 3.389) -> 51.113,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT <= 26.734) and (AFDP <= 4.039) and (AP <= 1018.45) -> 55.258,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT <= 26.734) and (AFDP <= 4.039) and (AP > 1018.45) -> 50.753,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT <= 26.734) and (AFDP > 4.039) and (AT <= 23.215) -> 55.584,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT <= 26.734) and (AFDP > 4.039) and (AT > 23.215) -> 62.796,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT > 26.734) and (AFDP <= 3.977) and (AFDP <= 3.603) -> 52.849,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT > 26.734) and (AFDP <= 3.977) and (AFDP > 3.603) -> 55.964,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT > 26.734) and (AFDP > 3.977) and (TEY <= 129.35) -> 51.05,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY <= 129.995) and (AP > 1013.35) and (TEY > 111.825) and (AT > 26.734) and (AFDP > 3.977) and (TEY > 129.35) -> 59.459,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP <= 3.692) and (AP <= 1009.75) -> 54.119,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP <= 3.692) and (AP > 1009.75) and (AFDP <= 3.49) -> 58.439,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP <= 3.692) and (AP > 1009.75) and (AFDP > 3.49) -> 63.861,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP > 3.692) and (AP <= 1010.95) and (TEY <= 131.775) -> 57.171,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP > 3.692) and (AP <= 1010.95) and (TEY > 131.775) -> 69.119,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP > 3.692) and (AP > 1010.95) and (TEY <= 131.185) -> 55.59,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP <= 3.861) and (AFDP > 3.692) and (AP > 1010.95) and (TEY > 131.185) -> 51.672,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP > 3.861) and (AFDP <= 3.987) and (AP <= 1007.3) -> 60.265,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP > 3.861) and (AFDP <= 3.987) and (AP > 1007.3) and (AP <= 1012.95) -> 47.662,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP > 3.861) and (AFDP <= 3.987) and (AP > 1007.3) and (AP > 1012.95) -> 53.607,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP > 3.861) and (AFDP > 3.987) and (AP <= 1002.3) -> 72.577,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP > 3.861) and (AFDP > 3.987) and (AP > 1002.3) and (AP <= 1006.1) -> 51.983,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT <= 28.021) and (AFDP > 3.861) and (AFDP > 3.987) and (AP > 1002.3) and (AP > 1006.1) -> 57.908,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT > 28.021) and (AT <= 28.042) -> 102.33,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT > 28.021) and (AT > 28.042) and (TEY <= 131.645) and (AFDP <= 4.123) and (AFDP <= 3.963) -> 58.065,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT > 28.021) and (AT > 28.042) and (TEY <= 131.645) and (AFDP <= 4.123) and (AFDP > 3.963) -> 54.407,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT > 28.021) and (AT > 28.042) and (TEY <= 131.645) and (AFDP > 4.123) -> 61.433,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP <= 4.344) and (TEY > 129.995) and (AT > 28.021) and (AT > 28.042) and (TEY > 131.645) -> 62.778,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP <= 1008.5) and (AFDP <= 4.647) and (AT <= 25.828) -> 60.888,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP <= 1008.5) and (AFDP <= 4.647) and (AT > 25.828) -> 57.561,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP <= 1008.5) and (AFDP > 4.647) -> 66.58,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP > 1008.5) and (TEY <= 124.88) and (AT <= 23.165) -> 65.156,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP > 1008.5) and (TEY <= 124.88) and (AT > 23.165) -> 53.075,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP > 1008.5) and (TEY > 124.88) and (AFDP <= 4.548) -> 59.832,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT <= 29.367) and (AP > 1008.5) and (TEY > 124.88) and (AFDP > 4.548) -> 56.131,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT > 29.367) and (AP <= 1009.6) and (TEY <= 127.855) -> 50.242,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT > 29.367) and (AP <= 1009.6) and (TEY > 127.855) and (AFDP <= 4.355) -> 55.708,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT > 29.367) and (AP <= 1009.6) and (TEY > 127.855) and (AFDP > 4.355) -> 52.92,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP <= 4.739) and (AT > 29.367) and (AP > 1009.6) -> 57.607,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP > 4.739) and (AT <= 24.207) -> 68.618,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP > 4.739) and (AT > 24.207) and (AP <= 1008.55) -> 67.953,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP > 4.739) and (AT > 24.207) and (AP > 1008.55) and (TEY <= 130.88) and (AT <= 28.09) -> 56.334,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP > 4.739) and (AT > 24.207) and (AP > 1008.55) and (TEY <= 130.88) and (AT > 28.09) -> 61.544,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP <= 1015.2) and (AFDP > 4.739) and (AT > 24.207) and (AP > 1008.55) and (TEY > 130.88) -> 61.609,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP > 1015.2) and (AT <= 24.312) -> 56.769,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AT > 20.418) and (AT > 22.746) and (AFDP > 4.344) and (AP > 1015.2) and (AT > 24.312) -> 75.097,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP <= 3.245) and (AT <= 18.719) and (AP <= 1001.5) -> 70.725,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP <= 3.245) and (AT <= 18.719) and (AP > 1001.5) -> 74.467,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP <= 3.245) and (AT > 18.719) -> 77.845,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP > 3.245) and (AFDP <= 3.385) and (AT <= 17.062) -> 74.085,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP > 3.245) and (AFDP <= 3.385) and (AT > 17.062) and (AT <= 17.33) -> 84.045,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP > 3.245) and (AFDP <= 3.385) and (AT > 17.062) and (AT > 17.33) and (AP <= 996.41) -> 81.437,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP > 3.245) and (AFDP <= 3.385) and (AT > 17.062) and (AT > 17.33) and (AP > 996.41) -> 79.306,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP <= 1003.0) and (AFDP > 3.245) and (AFDP > 3.385) -> 86.085,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP <= 3.3) and (AT <= 17.394) and (AFDP <= 3.214) -> 69.5,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP <= 3.3) and (AT <= 17.394) and (AFDP > 3.214) -> 63.412,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP <= 3.3) and (AT > 17.394) and (AFDP <= 3.284) -> 71.284,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP <= 3.3) and (AT > 17.394) and (AFDP > 3.284) -> 78.341,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP > 3.3) and (TEY <= 134.465) and (TEY <= 133.945) -> 67.553,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP > 3.3) and (TEY <= 134.465) and (TEY > 133.945) -> 64.107,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP > 3.3) and (TEY > 134.465) and (AP <= 1004.3) -> 79.926,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT <= 19.734) and (AFDP > 3.3) and (TEY > 134.465) and (AP > 1004.3) -> 68.453,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT > 19.734) and (AT <= 19.963) -> 76.058,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT > 19.734) and (AT > 19.963) and (AP <= 1010.05) and (AFDP <= 3.414) -> 72.471,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT > 19.734) and (AT > 19.963) and (AP <= 1010.05) and (AFDP > 3.414) -> 75.697,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP <= 1015.95) and (AT > 19.734) and (AT > 19.963) and (AP > 1010.05) -> 69.375,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP <= 3.223) and (TEY <= 132.76) -> 71.082,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP <= 3.223) and (TEY > 132.76) and (AP <= 1017.15) and (AFDP <= 2.911) -> 61.394,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP <= 3.223) and (TEY > 132.76) and (AP <= 1017.15) and (AFDP > 2.911) -> 59.281,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP <= 3.223) and (TEY > 132.76) and (AP > 1017.15) -> 57.564,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP > 3.223) and (AFDP <= 3.257) -> 72.219,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP > 3.223) and (AFDP > 3.257) and (AP <= 1016.3) -> 70.288,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP > 3.223) and (AFDP > 3.257) and (AP > 1016.3) and (AFDP <= 3.309) -> 61.226,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) and (AP > 1015.95) and (AFDP > 3.223) and (AFDP > 3.257) and (AP > 1016.3) and (AFDP > 3.309) -> 65.79,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) and (AFDP <= 3.309) and (AT <= 18.052) -> 82.823,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) and (AFDP <= 3.309) and (AT > 18.052) and (AFDP <= 3.205) -> 100.06,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) and (AFDP <= 3.309) and (AT > 18.052) and (AFDP > 3.205) and (AP <= 1027.45) -> 90.367,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) and (AFDP <= 3.309) and (AT > 18.052) and (AFDP > 3.205) and (AP > 1027.45) -> 93.298,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) and (AFDP > 3.309) -> 72.493,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AFDP <= 4.154) -> 63.255,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AFDP > 4.154) and (AFDP <= 4.278) -> 72.876,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AFDP > 4.154) and (AFDP > 4.278) and (AP <= 998.155) and (AT <= 17.913) -> 76.612,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AFDP > 4.154) and (AFDP > 4.278) and (AP <= 998.155) and (AT > 17.913) and (AP <= 988.8) -> 78.378,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AFDP > 4.154) and (AFDP > 4.278) and (AP <= 998.155) and (AT > 17.913) and (AP > 988.8) -> 77.527,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AFDP > 4.154) and (AFDP > 4.278) and (AP > 998.155) -> 75.729,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP <= 3.987) and (AFDP <= 3.728) and (AP <= 1005.45) -> 53.116,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP <= 3.987) and (AFDP <= 3.728) and (AP > 1005.45) -> 62.557,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP <= 3.987) and (AFDP > 3.728) and (AP <= 1003.8) -> 66.1,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP <= 3.987) and (AFDP > 3.728) and (AP > 1003.8) and (TEY <= 131.955) -> 56.36,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP <= 3.987) and (AFDP > 3.728) and (AP > 1003.8) and (TEY > 131.955) -> 52.313,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP > 3.987) and (AFDP <= 3.996) -> 69.256,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP > 3.987) and (AFDP > 3.996) and (AFDP <= 4.094) -> 57.823,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP > 3.987) and (AFDP > 3.996) and (AFDP > 4.094) and (AP <= 1013.25) -> 60.091,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY <= 132.215) and (AFDP > 3.987) and (AFDP > 3.996) and (AFDP > 4.094) and (AP > 1013.25) -> 63.675,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT <= 27.893) and (AFDP <= 4.02) and (AP <= 1013.45) -> 63.385,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT <= 27.893) and (AFDP <= 4.02) and (AP > 1013.45) -> 61.492,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT <= 27.893) and (AFDP > 4.02) and (AT <= 20.919) -> 66.598,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT <= 27.893) and (AFDP > 4.02) and (AT > 20.919) -> 63.667,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT > 27.893) and (AP <= 1010.55) and (AFDP <= 4.416) -> 63.751,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT > 27.893) and (AP <= 1010.55) and (AFDP > 4.416) -> 66.499,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT > 27.893) and (AP > 1010.55) and (AT <= 32.667) -> 66.43,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP <= 1017.05) and (AT > 27.893) and (AP > 1010.55) and (AT > 32.667) -> 73.547,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP <= 1021.75) and (AFDP <= 4.502) and (AT <= 24.281) -> 65.775,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP <= 1021.75) and (AFDP <= 4.502) and (AT > 24.281) -> 68.659,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP <= 1021.75) and (AFDP > 4.502) and (AFDP <= 4.655) -> 61.632,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP <= 1021.75) and (AFDP > 4.502) and (AFDP > 4.655) -> 65.408,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP > 1021.75) and (AFDP <= 4.564) and (AFDP <= 4.24) -> 70.391,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP > 1021.75) and (AFDP <= 4.564) and (AFDP > 4.24) -> 64.916,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (TEY > 132.215) and (AP > 1017.05) and (AP > 1021.75) and (AFDP > 4.564) -> 74.653,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP <= 1007.55) and (AT <= 22.884) and (AT <= 22.802) and (AFDP <= 4.993) -> 72.231,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP <= 1007.55) and (AT <= 22.884) and (AT <= 22.802) and (AFDP > 4.993) -> 70.618,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP <= 1007.55) and (AT <= 22.884) and (AT > 22.802) -> 60.25,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP <= 1007.55) and (AT > 22.884) and (AP <= 1006.95) -> 72.026,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP <= 1007.55) and (AT > 22.884) and (AP > 1006.95) -> 77.376,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP > 1007.55) and (TEY <= 134.625) and (TEY <= 134.435) and (TEY <= 133.615) -> 67.202,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP > 1007.55) and (TEY <= 134.625) and (TEY <= 134.435) and (TEY > 133.615) -> 70.253,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP > 1007.55) and (TEY <= 134.625) and (TEY > 134.435) -> 77.858,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP > 1007.55) and (TEY > 134.625) and (AFDP <= 5.269) and (AT <= 22.122) -> 66.095,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP > 1007.55) and (TEY > 134.625) and (AFDP <= 5.269) and (AT > 22.122) -> 60.287,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP <= 1014.35) and (AP > 1007.55) and (TEY > 134.625) and (AFDP > 5.269) -> 73.94,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP <= 1016.15) and (AFDP <= 5.119) -> 72.018,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP <= 1016.15) and (AFDP > 5.119) and (TEY <= 132.885) -> 70.75,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP <= 1016.15) and (AFDP > 5.119) and (TEY > 132.885) and (AT <= 21.161) -> 79.961,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP <= 1016.15) and (AFDP > 5.119) and (TEY > 132.885) and (AT > 21.161) -> 85.126,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP > 1016.15) and (AT <= 18.538) -> 76.411,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP > 1016.15) and (AT > 18.538) and (TEY <= 132.8) -> 79.03,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP > 1016.15) and (AT > 18.538) and (TEY > 132.8) and (AT <= 22.251) -> 68.576,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT <= 24.071) and (AP > 1014.35) and (AP > 1016.15) and (AT > 18.538) and (TEY > 132.8) and (AT > 22.251) -> 73.279,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP <= 1012.95) and (AFDP <= 5.758) and (AP <= 1011.95) and (AFDP <= 4.78) -> 71.168,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP <= 1012.95) and (AFDP <= 5.758) and (AP <= 1011.95) and (AFDP > 4.78) -> 63.4,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP <= 1012.95) and (AFDP <= 5.758) and (AP > 1011.95) and (AP <= 1012.55) -> 58.685,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP <= 1012.95) and (AFDP <= 5.758) and (AP > 1011.95) and (AP > 1012.55) -> 62.916,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP <= 1012.95) and (AFDP > 5.758) -> 79.746,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP > 1012.95) and (AFDP <= 5.0) and (AT <= 24.599) -> 58.954,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP > 1012.95) and (AFDP <= 5.0) and (AT > 24.599) and (AFDP <= 4.941) -> 65.603,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP > 1012.95) and (AFDP <= 5.0) and (AT > 24.599) and (AFDP > 4.941) -> 67.951,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP > 1012.95) and (AFDP > 5.0) and (TEY <= 133.17) -> 86.822,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP > 1012.95) and (AFDP > 5.0) and (TEY > 133.17) and (TEY <= 133.715) -> 74.222,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT <= 29.795) and (AP > 1012.95) and (AFDP > 5.0) and (TEY > 133.17) and (TEY > 133.715) -> 69.642,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT > 29.795) and (AT <= 32.035) and (TEY <= 133.88) and (AFDP <= 5.049) -> 62.982,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT > 29.795) and (AT <= 32.035) and (TEY <= 133.88) and (AFDP > 5.049) -> 65.906,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT > 29.795) and (AT <= 32.035) and (TEY > 133.88) and (AP <= 1009.6) -> 65.365,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT > 29.795) and (AT <= 32.035) and (TEY > 133.88) and (AP > 1009.6) and (AFDP <= 5.345) -> 71.94,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT > 29.795) and (AT <= 32.035) and (TEY > 133.88) and (AP > 1009.6) and (AFDP > 5.345) -> 65.656,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP > 4.756) and (AT > 24.071) and (AT > 29.795) and (AT > 32.035) -> 73.988,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP <= 3.57) and (AT <= 20.628) and (TEY <= 140.49) -> 63.133,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP <= 3.57) and (AT <= 20.628) and (TEY > 140.49) -> 73.112,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP <= 3.57) and (AT > 20.628) -> 81.201,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP > 3.57) and (TEY <= 143.14) and (AP <= 1013.05) -> 59.053,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP > 3.57) and (TEY <= 143.14) and (AP > 1013.05) -> 56.117,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP > 3.57) and (TEY > 143.14) and (AFDP <= 3.813) -> 75.374,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY <= 145.945) and (AFDP > 3.57) and (TEY > 143.14) and (AFDP > 3.813) -> 59.726,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY > 145.945) and (AFDP <= 3.686) -> 47.109,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY > 145.945) and (AFDP > 3.686) and (AFDP <= 4.116) and (TEY <= 157.29) -> 74.39,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AT <= 10.837) and (AT <= 7.752) and (AFDP <= 3.081) and (AFDP <= 2.684) and (AFDP <= 2.544) and (AP <= 1021.35) and (AP <= 1016.15) and (AP <= 1007.8) and (AT > 6.31) -> 101.819,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY > 145.945) and (AFDP > 3.686) and (AFDP > 4.116) and (TEY <= 151.945) -> 59.165,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP <= 4.179) and (TEY > 145.945) and (AFDP > 3.686) and (AFDP > 4.116) and (TEY > 151.945) -> 69.684,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY <= 147.975) and (TEY <= 144.32) and (TEY <= 137.275) -> 75.751,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY <= 147.975) and (TEY <= 144.32) and (TEY > 137.275) -> 58.893,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY <= 147.975) and (TEY > 144.32) and (AP <= 1012.65) -> 76.297,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY <= 147.975) and (TEY > 144.32) and (AP > 1012.65) -> 62.485,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY > 147.975) and (TEY <= 155.71) and (AFDP <= 4.247) -> 56.678,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY > 147.975) and (TEY <= 155.71) and (AFDP > 4.247) -> 51.89,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP <= 4.415) and (TEY > 147.975) and (TEY > 155.71) -> 64.549,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT <= 19.016) and (TEY <= 150.29) and (AFDP <= 5.242) -> 66.88,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT <= 19.016) and (TEY <= 150.29) and (AFDP > 5.242) -> 74.639,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT <= 19.016) and (TEY > 150.29) and (AP <= 996.315) -> 84.383,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT <= 19.016) and (TEY > 150.29) and (AP > 996.315) -> 63.265,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT > 19.016) and (TEY <= 141.565) and (AP <= 1006.0) -> 54.06,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT > 19.016) and (TEY <= 141.565) and (AP > 1006.0) -> 68.098,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT > 19.016) and (TEY > 141.565) and (TEY <= 158.88) -> 58.419,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) and (AFDP > 4.415) and (AT > 19.016) and (TEY > 141.565) and (TEY > 158.88) -> 77.122,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP <= 5.923) and (AP <= 987.95) -> 77.468,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP <= 5.923) and (AP > 987.95) and (AP <= 1014.05) and (AT <= 20.885) -> 72.695,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP <= 5.923) and (AP > 987.95) and (AP <= 1014.05) and (AT > 20.885) -> 70.694,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP <= 5.923) and (AP > 987.95) and (AP > 1014.05) -> 67.822,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP > 5.923) and (AP <= 1007.5) and (AT <= 21.076) and (AT <= 20.843) -> 69.544,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP > 5.923) and (AP <= 1007.5) and (AT <= 21.076) and (AT > 20.843) -> 72.297,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP > 5.923) and (AP <= 1007.5) and (AT > 21.076) -> 66.894,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY <= 152.045) and (AFDP > 5.923) and (AP > 1007.5) -> 62.945,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP <= 1010.35) and (AP <= 1010.15) and (AP <= 1000.65) and (AFDP <= 6.136) -> 70.925,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP <= 1010.35) and (AP <= 1010.15) and (AP <= 1000.65) and (AFDP > 6.136) -> 67.756,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP <= 1010.35) and (AP <= 1010.15) and (AP > 1000.65) and (AFDP <= 6.023) -> 67.903,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP <= 1010.35) and (AP <= 1010.15) and (AP > 1000.65) and (AFDP > 6.023) -> 64.229,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP <= 1010.35) and (AP > 1010.15) -> 79.927,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP > 1010.35) and (AFDP <= 5.776) -> 59.71,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP > 1010.35) and (AFDP > 5.776) and (AT <= 17.439) -> 61.556,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP > 1010.35) and (AFDP > 5.776) and (AT > 17.439) and (AT <= 21.616) -> 65.849,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP <= 1020.65) and (AFDP > 5.596) and (TEY > 152.045) and (AP > 1010.35) and (AFDP > 5.776) and (AT > 17.439) and (AT > 21.616) -> 68.994,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY <= 151.015) and (AP <= 1026.35) and (AP <= 1024.15) -> 98.423,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY <= 151.015) and (AP <= 1026.35) and (AP > 1024.15) -> 79.15,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY <= 151.015) and (AP > 1026.35) -> 119.91,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT <= 18.037) and (TEY <= 152.705) -> 57.731,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT <= 18.037) and (TEY > 152.705) and (TEY <= 155.865) and (AFDP <= 4.07) -> 76.346,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT <= 18.037) and (TEY > 152.705) and (TEY <= 155.865) and (AFDP > 4.07) -> 70.583,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT <= 18.037) and (TEY > 152.705) and (TEY > 155.865) -> 79.776,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT > 18.037) and (AFDP <= 4.165) and (AT <= 18.079) -> 92.497,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT > 18.037) and (AFDP <= 4.165) and (AT > 18.079) and (TEY <= 153.125) -> 72.445,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT > 18.037) and (AFDP <= 4.165) and (AT > 18.079) and (TEY > 153.125) -> 78.208,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP <= 4.18) and (TEY > 151.015) and (AT > 18.037) and (AFDP > 4.165) -> 104.12,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP > 4.18) and (TEY <= 150.695) -> 70.498,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP > 4.18) and (TEY > 150.695) and (AFDP <= 4.516) -> 51.505,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP > 4.18) and (TEY > 150.695) and (AFDP > 4.516) and (AFDP <= 5.095) -> 63.949,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP > 4.18) and (TEY > 150.695) and (AFDP > 4.516) and (AFDP > 5.095) and (AP <= 1026.15) and (AT <= 17.224) -> 58.036,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP > 4.18) and (TEY > 150.695) and (AFDP > 4.516) and (AFDP > 5.095) and (AP <= 1026.15) and (AT > 17.224) -> 55.207,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT <= 21.703) and (AP > 1020.65) and (AFDP > 4.18) and (TEY > 150.695) and (AFDP > 4.516) and (AFDP > 5.095) and (AP > 1026.15) -> 61.616,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY <= 139.83) and (AFDP <= 4.179) and (AFDP <= 3.476) -> 75.164,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY <= 139.83) and (AFDP <= 4.179) and (AFDP > 3.476) -> 58.255,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY <= 139.83) and (AFDP > 4.179) and (AP <= 1005.1) -> 55.336,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY <= 139.83) and (AFDP > 4.179) and (AP > 1005.1) -> 63.677,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY > 139.83) and (AFDP <= 5.341) and (AP <= 1007.65) -> 56.594,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY > 139.83) and (AFDP <= 5.341) and (AP > 1007.65) -> 59.06,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT <= 32.315) and (TEY > 139.83) and (AFDP > 5.341) -> 68.941,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT > 32.315) and (TEY <= 143.545) and (AP <= 1012.55) and (TEY <= 139.78) -> 71.137,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT > 32.315) and (TEY <= 143.545) and (AP <= 1012.55) and (TEY > 139.78) -> 68.497,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT > 32.315) and (TEY <= 143.545) and (AP > 1012.55) -> 65.469,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY <= 143.725) and (AT > 32.315) and (TEY > 143.545) -> 59.506,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP <= 4.133) and (TEY <= 147.17) and (AFDP <= 4.065) -> 60.67,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP <= 4.133) and (TEY <= 147.17) and (AFDP > 4.065) -> 51.712,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP <= 4.133) and (TEY > 147.17) and (AP <= 1007.25) -> 82.012,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP <= 4.133) and (TEY > 147.17) and (AP > 1007.25) -> 63.194,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP > 4.133) and (AP <= 1009.45) and (TEY <= 152.805) -> 54.462,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP > 4.133) and (AP <= 1009.45) and (TEY > 152.805) -> 68.225,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP > 4.133) and (AP > 1009.45) and (AP <= 1014.65) -> 52.49,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP <= 4.38) and (AFDP > 4.133) and (AP > 1009.45) and (AP > 1014.65) -> 50.084,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY <= 151.315) and (AFDP <= 5.381) and (AP <= 1018.35) -> 55.94,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY <= 151.315) and (AFDP <= 5.381) and (AP > 1018.35) -> 48.615,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY <= 151.315) and (AFDP > 5.381) and (AT <= 30.134) -> 57.819,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY <= 151.315) and (AFDP > 5.381) and (AT > 30.134) -> 67.764,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY > 151.315) and (AT <= 26.601) and (AT <= 26.087) -> 58.227,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY > 151.315) and (AT <= 26.601) and (AT > 26.087) -> 62.677,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY > 151.315) and (AT > 26.601) and (AP <= 1007.35) -> 60.221,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP <= 1019.05) and (TEY > 143.725) and (AFDP > 4.38) and (TEY > 151.315) and (AT > 26.601) and (AP > 1007.35) -> 52.561,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP <= 4.114) -> 89.381,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP <= 4.857) and (AP <= 1019.5) -> 61.26,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP <= 4.857) and (AP > 1019.5) and (AP <= 1020.3) -> 76.144,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP <= 4.857) and (AP > 1019.5) and (AP > 1020.3) -> 68.638,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP > 4.857) and (AT <= 24.65) and (AFDP <= 5.233) and (AT <= 22.717) -> 63.001,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP > 4.857) and (AT <= 24.65) and (AFDP <= 5.233) and (AT > 22.717) -> 59.92,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP > 4.857) and (AT <= 24.65) and (AFDP > 5.233) -> 56.084,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP <= 5.597) and (AP > 1019.05) and (AFDP > 4.114) and (AFDP > 4.857) and (AT > 24.65) -> 66.751,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP <= 5.717) -> 56.203,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP > 5.717) and (TEY <= 150.6) and (AP <= 1004.05) -> 67.808,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP > 5.717) and (TEY <= 150.6) and (AP > 1004.05) -> 70.864,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP > 5.717) and (TEY > 150.6) and (AT <= 22.753) and (AP <= 1012.0) -> 66.944,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP > 5.717) and (TEY > 150.6) and (AT <= 22.753) and (AP > 1012.0) -> 71.307,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP > 5.717) and (TEY > 150.6) and (AT > 22.753) and (TEY <= 154.075) -> 65.942,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT <= 25.345) and (AFDP > 5.717) and (TEY > 150.6) and (AT > 22.753) and (TEY > 154.075) -> 62.184,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY <= 146.735) and (AP <= 1009.75) and (TEY <= 142.37) -> 57.179,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY <= 146.735) and (AP <= 1009.75) and (TEY > 142.37) and (AT <= 31.232) -> 72.705,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY <= 146.735) and (AP <= 1009.75) and (TEY > 142.37) and (AT > 31.232) -> 68.544,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY <= 146.735) and (AP > 1009.75) and (AFDP <= 6.202) and (AFDP <= 6.079) -> 59.125,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY <= 146.735) and (AP > 1009.75) and (AFDP <= 6.202) and (AFDP > 6.079) -> 53.258,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY <= 146.735) and (AP > 1009.75) and (AFDP > 6.202) -> 70.66,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY > 146.735) and (AT <= 27.367) and (AP <= 1010.3) -> 70.205,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY > 146.735) and (AT <= 27.367) and (AP > 1010.3) -> 61.162,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY > 146.735) and (AT > 27.367) and (AFDP <= 6.83) and (AFDP <= 6.194) -> 57.773,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY > 146.735) and (AT > 27.367) and (AFDP <= 6.83) and (AFDP > 6.194) -> 53.94,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP <= 1014.35) and (AT > 25.345) and (TEY > 146.735) and (AT > 27.367) and (AFDP > 6.83) -> 67.0,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP <= 5.819) -> 58.17,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP > 5.819) and (AFDP <= 6.67) and (AFDP <= 6.595) and (AT <= 25.625) and (AT <= 25.073) -> 72.822,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP > 5.819) and (AFDP <= 6.67) and (AFDP <= 6.595) and (AT <= 25.625) and (AT > 25.073) -> 58.595,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP > 5.819) and (AFDP <= 6.67) and (AFDP <= 6.595) and (AT > 25.625) and (TEY <= 148.125) -> 68.119,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP > 5.819) and (AFDP <= 6.67) and (AFDP <= 6.595) and (AT > 25.625) and (TEY > 148.125) -> 77.644,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP > 5.819) and (AFDP <= 6.67) and (AFDP > 6.595) -> 82.246,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY > 136.645) and (AT > 21.703) and (AFDP > 5.597) and (AP > 1014.35) and (AFDP > 5.819) and (AFDP > 6.67) -> 63.364]"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from src.rules import get_rules\n",
"\n",
"\n",
"rules = get_rules(model, features)\n",
"display(len(rules))\n",
"rules"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"937"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"[if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 29.063,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 42.575,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1007.8) -> 95.243,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.496) and (AP <= 1021.35) and (AP > 1007.8) -> 104.934,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1016.15) -> 111.411,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.125) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1016.15) -> 102.815,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1016.15) -> 104.947,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.524) and (AP <= 1021.35) and (AP > 1016.15) -> 86.604,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP > 1021.35) -> 101.823,\n",
" if (AT <= 16.958) and (AT > 4.925) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP > 1021.35) -> 91.256,\n",
" if (AT <= 16.958) and (AT > 4.925) and (TEY <= 118.405) and (TEY > 108.91) and (AFDP <= 3.081) and (AP > 1021.35) -> 82.969,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 110.08,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 107.495) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 103.35,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 107.495) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) and (AP > 1005.6) -> 81.857,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 110.86) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 109.32,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 110.86) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 77.577,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 110.86) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 84.927,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) -> 110.479,\n",
" if (AT <= 16.958) and (AT > 1.059) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) and (AP <= 1016.45) -> 113.753,\n",
" if (AT <= 16.958) and (AT > 1.059) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) -> 96.259,\n",
" if (AT <= 16.958) and (AT > 1.059) and (TEY <= 118.405) and (TEY > 117.105) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) -> 75.209,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP <= 1004.5) -> 63.858,\n",
" if (AT <= 16.958) and (AT > 5.403) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP <= 1004.5) -> 67.522,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 104.053,\n",
" if (AT <= 16.958) and (AT > 1.3) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 88.434,\n",
" if (AT <= 16.958) and (AT > 1.3) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 102.143,\n",
" if (AT <= 16.958) and (AT > 4.487) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 117.36,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 93.735,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (TEY > 108.23) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AP <= 1012.3) -> 100.476,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (TEY > 108.23) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 83.665,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (TEY > 108.23) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 74.089,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 111.226,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.76) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 116.38,\n",
" if (AT <= 16.958) and (AT > 5.827) and (TEY <= 118.405) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 119.105,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.895) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 105.354,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.895) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) and (AP > 1021.3) -> 94.208,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.895) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 118.98,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1027.6) -> 93.274,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 113.265) and (AFDP > 3.081) and (AP <= 1027.6) -> 99.21,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1027.6) and (AP > 1012.3) -> 115.297,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AFDP <= 3.954) and (AP <= 1027.6) and (AP > 1012.3) -> 101.467,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1027.6) and (AP > 1012.3) -> 107.941,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP > 1027.6) -> 95.19,\n",
" if (AT <= 16.958) and (AT > 5.727) and (TEY <= 118.405) and (AFDP > 3.081) and (AP > 1027.6) -> 107.38,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 117.045) and (AFDP > 3.081) and (AP > 1027.6) -> 66.55,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1022.35) -> 118.93,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) -> 93.83,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) and (AP > 1019.65) -> 106.34,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) -> 85.093,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AFDP <= 3.364) and (AP <= 1022.35) and (AP > 1014.2) -> 85.376,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) and (AP > 1014.2) -> 94.562,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (AFDP > 3.081) and (AP > 1022.35) -> 113.475,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 111.43) and (AFDP > 3.081) and (AFDP <= 4.161) and (AP > 1022.35) -> 102.589,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 111.43) and (AFDP > 3.081) and (AP > 1022.35) -> 94.573,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AFDP <= 3.304) -> 93.415,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AP > 1013.4) and (AFDP <= 3.304) -> 114.125,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AP > 1013.4) and (AFDP <= 3.304) -> 102.838,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.38) and (AP <= 1019.95) and (AP > 1013.4) and (AFDP <= 3.304) -> 97.876,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AFDP > 3.304) -> 118.67,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP > 1019.95) -> 109.956,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP > 1019.95) -> 115.858,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) -> 106.093,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) and (AP > 1002.9) -> 81.066,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) -> 92.211,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) and (AP > 1010.85) -> 102.289,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.608) and (AP <= 1018.15) -> 84.571,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.608) and (AP <= 1018.15) -> 73.179,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.608) and (AP <= 1018.15) and (AP > 1017.8) -> 105.753,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP > 1018.15) -> 84.763,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP > 1018.15) -> 76.376,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.364) and (AP > 1018.15) and (AP <= 1023.0) -> 102.462,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.364) and (AP > 1018.15) -> 88.924,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.425) and (AP > 1018.15) -> 90.126,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.425) and (AP > 1018.15) -> 70.078,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.425) and (AP > 1018.15) -> 76.325,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.425) and (AP > 1018.15) -> 85.827,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AFDP <= 4.644) and (AP <= 1016.95) -> 78.844,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AFDP <= 4.644) and (AP <= 1016.95) -> 76.299,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) -> 83.405,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) -> 99.118,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) -> 88.949,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) -> 87.831,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) -> 83.345,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) -> 117.91,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) -> 70.189,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) -> 91.998,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AFDP <= 3.911) and (AP > 1016.95) -> 113.014,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AFDP <= 3.911) and (AP > 1016.95) -> 102.395,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) -> 104.766,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) -> 96.248,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) -> 95.919,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) -> 84.39,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) -> 77.0,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) -> 105.73,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) -> 102.46,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.511) -> 73.855,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.511) -> 90.821,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.771) -> 67.535,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.771) -> 60.709,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.771) -> 88.295,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.153) and (AFDP <= 4.122) -> 88.634,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.153) and (AFDP <= 4.122) -> 84.524,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.153) and (AFDP <= 4.122) -> 79.851,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.153) -> 89.903,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) -> 98.434,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1002.55) -> 81.871,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) -> 61.428,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1005.75) -> 71.726,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.859) and (AP <= 1017.55) -> 83.572,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) -> 101.115,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) -> 100.76,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.215) and (AP <= 1017.55) and (AP > 1009.2) -> 90.179,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 103.745) and (AFDP <= 3.107) and (AFDP > 2.215) and (AP <= 1017.55) and (AP > 1009.2) -> 82.397,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.215) and (AP <= 1017.55) and (AP > 1009.2) -> 78.341,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.215) and (AP <= 1017.55) and (AP > 1009.2) -> 90.404,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) -> 108.23,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.747) and (AP > 1017.55) -> 95.85,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 102.045) and (AFDP <= 3.107) and (AP > 1017.55) and (AP <= 1019.4) -> 87.589,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 102.045) and (AFDP <= 3.107) and (AP > 1017.55) -> 98.625,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 102.045) and (AFDP <= 3.107) and (AP > 1017.55) -> 82.738,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) and (AP <= 1020.15) -> 99.99,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.932) and (AP > 1017.55) and (AP <= 1020.15) -> 89.11,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) and (AP <= 1032.75) -> 92.472,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) -> 101.078,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 103.475) and (AFDP <= 3.107) and (AP > 1017.55) -> 82.618,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) -> 85.485,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 101.69) and (AFDP <= 3.107) and (AP > 1017.55) -> 75.124,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AFDP <= 3.427) -> 115.821,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 104.08) and (AFDP > 3.107) and (AFDP <= 3.427) -> 112.588,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AFDP <= 3.427) -> 110.678,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.475) and (AFDP > 3.107) and (AFDP <= 3.427) -> 106.51,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AFDP <= 3.427) -> 90.334,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) -> 110.426,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) -> 84.744,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) and (AP > 997.11) -> 90.724,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) and (AP > 1010.65) -> 94.559,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 103.57) and (AFDP > 3.107) and (AP <= 1019.55) and (AP > 1010.65) -> 109.028,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 104.15) and (AFDP > 3.107) and (AP <= 1019.55) -> 82.908,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP > 1019.55) -> 75.199,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AP <= 1018.95) -> 69.838,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.317) and (AP <= 1018.95) -> 83.069,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.317) and (AP <= 1018.95) -> 77.312,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AP > 1018.95) -> 89.914,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AP > 1018.95) -> 76.329,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.482) and (AP > 1018.95) -> 65.956,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.482) and (AP > 1018.95) -> 93.785,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 79.115,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 65.691,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 70.491,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 75.038,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 105.47,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 71.559,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 81.417,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) -> 106.11,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) -> 91.546,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP <= 1015.95) -> 71.776,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP <= 1015.95) and (AP > 998.825) -> 79.591,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP <= 1015.95) and (AP > 998.825) -> 77.5,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP > 1015.95) -> 98.797,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP > 1015.95) -> 86.01,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP > 1015.95) -> 81.437,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) -> 70.681,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) -> 77.743,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.547) -> 89.65,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.547) -> 78.425,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AP <= 1017.3) -> 71.382,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AP <= 1017.3) and (AP > 1013.65) -> 82.732,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AP > 1017.3) -> 65.738,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) -> 76.107,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) and (AP > 995.915) -> 61.963,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) -> 71.8,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) -> 80.351,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) and (AP <= 1018.25) -> 69.961,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) -> 62.139,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 83.187,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 89.422,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 80.122,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 89.596,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) and (AFDP <= 3.739) -> 74.228,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 77.241,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 67.627,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP <= 1018.6) -> 66.215,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.379) and (AP <= 1018.6) -> 63.898,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP <= 1018.6) and (AP > 1014.5) -> 49.672,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP <= 1018.6) and (AP > 1014.5) -> 60.76,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP > 1018.6) -> 68.765,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) and (AP <= 996.875) -> 65.041,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) and (AP > 996.875) -> 72.667,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) and (AP > 996.875) -> 66.504,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) -> 59.348,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) -> 71.611,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) -> 67.203,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) -> 81.332,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP <= 1008.7) -> 67.818,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP <= 1008.7) -> 78.796,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP > 1008.7) -> 65.318,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP > 1008.7) -> 57.75,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP <= 1016.65) -> 70.398,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP <= 1016.65) -> 62.586,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP > 1016.65) -> 58.143,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP > 1016.65) -> 67.061,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) -> 103.03,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AP <= 1017.65) -> 73.596,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AP > 1017.65) -> 80.133,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) -> 70.937,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) -> 73.146,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) -> 52.413,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 3.844) and (AP <= 1005.95) -> 73.545,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 3.844) and (AP > 1005.95) -> 74.578,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 3.844) and (AP > 1005.95) -> 65.736,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 3.844) and (AP > 1005.95) -> 55.092,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 5.648) -> 72.097,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 5.648) -> 68.87,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 5.648) -> 59.555,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) -> 62.251,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) -> 110.485,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) -> 74.849,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) -> 85.297,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) and (AP <= 1026.2) -> 80.671,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) and (AP > 1026.2) -> 67.376,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1000.775) -> 99.386,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1000.775) -> 86.009,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1000.775) -> 74.366,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP <= 1004.2) -> 62.846,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP <= 1004.2) -> 75.376,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP > 1004.2) and (AP <= 1030.3) -> 81.324,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP > 1004.2) -> 68.08,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1025.9) -> 72.291,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1025.9) -> 90.44,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.676) -> 73.502,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.676) -> 79.792,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.983) -> 69.038,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.983) -> 59.473,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.983) -> 63.91,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1013.55) -> 86.977,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1013.55) -> 75.817,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1013.55) -> 74.495,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1013.55) -> 68.195,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.85) -> 83.88,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.85) -> 73.945,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.85) -> 76.813,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.85) -> 80.327,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1022.35) -> 64.785,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1022.35) -> 68.158,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1022.35) and (AP > 1003.85) -> 76.484,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1022.35) and (AP > 1003.85) -> 71.964,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1022.35) -> 61.088,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1022.35) -> 74.329,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1022.35) -> 68.082,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1022.35) -> 81.787,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 98.113,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1027.2) -> 81.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1027.2) -> 67.174,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 79.826,\n",
" if (AT <= 16.958) and (AT > 4.103) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 67.921,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 78.997,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1017.2) -> 65.664,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1017.2) -> 102.078,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1017.2) -> 83.481,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 69.558,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 65.134,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1016.85) -> 76.151,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1016.85) -> 69.627,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1019.55) -> 64.95,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1019.55) -> 68.066,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 69.712,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 76.196,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1022.6) -> 97.057,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1022.6) -> 111.096,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.526) and (AP <= 1025.9) -> 89.333,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1025.9) -> 103.77,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1025.9) -> 96.54,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 87.151,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1023.45) -> 81.377,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1023.45) and (AP > 1016.95) -> 68.623,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1023.45) -> 82.281,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1023.45) -> 89.69,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 87.614,\n",
" if (AT <= 16.958) and (AT > 2.847) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 84.887,\n",
" if (AT <= 16.958) and (AT > 5.08) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 82.554,\n",
" if (AT <= 16.958) and (AT > 5.08) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 84.504,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.203) -> 66.58,\n",
" if (AT <= 16.958) and (AT > 3.259) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.203) -> 80.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 87.916,\n",
" if (AT <= 16.958) and (AT > 4.239) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 83.368,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 71.403,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 81.357,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.17) -> 79.858,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 82.194,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 3.775) -> 75.862,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 3.775) -> 63.787,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 78.349,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 86.03,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.403) and (AP <= 1026.9) -> 67.024,\n",
" if (AT <= 16.958) and (AT > 6.487) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.403) and (AP <= 1026.9) -> 73.439,\n",
" if (AT <= 16.958) and (AT > 6.487) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.403) and (AP <= 1026.9) -> 78.349,\n",
" if (AT <= 16.958) and (AT > 6.487) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.403) and (AP <= 1026.9) -> 64.131,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 84.819,\n",
" if (AT <= 16.958) and (AT > 3.153) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 76.415,\n",
" if (AT <= 16.958) and (AT > 3.153) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 81.602,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 68.552,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 74.382,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) and (AP <= 1028.55) -> 65.472,\n",
" if (AT <= 16.958) and (AT > 7.131) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) and (AP <= 1028.55) -> 62.111,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) and (AP <= 1028.55) -> 86.168,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) -> 58.682,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1026.9) -> 74.115,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) -> 76.046,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) -> 66.595,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) -> 73.927,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) and (AP > 1004.65) -> 67.11,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.122) and (AP <= 1011.45) -> 62.363,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.122) and (AP <= 1011.45) -> 57.029,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.122) and (AP <= 1011.45) -> 72.548,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.122) and (AP <= 1011.45) -> 64.452,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) -> 72.658,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 2.995) and (AP <= 1011.45) -> 75.694,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) -> 63.129,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.03) and (AP <= 1011.45) -> 77.09,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.03) and (AP <= 1011.45) -> 80.492,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.03) and (AP <= 1011.45) -> 80.433,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.03) and (AP <= 1011.45) and (AP > 1000.65) -> 74.505,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) -> 82.576,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1015.25) -> 67.275,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 2.822) and (AP > 1011.45) and (AP <= 1015.25) -> 72.063,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) -> 70.44,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) -> 66.624,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1025.55) -> 63.348,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1025.55) -> 69.623,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1025.55) -> 66.229,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1025.55) -> 62.077,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) -> 85.699,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 60.932,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 65.305,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 89.182,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 107.02,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 75.387,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 61.851,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1018.45) -> 64.515,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1018.45) -> 52.992,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1016.0) -> 64.745,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1016.0) -> 75.228,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 999.11) -> 61.926,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 999.11) -> 55.065,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1020.95) -> 58.587,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1020.95) -> 65.146,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1004.85) -> 75.476,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1004.85) -> 79.222,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1004.85) -> 93.562,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1004.85) and (AP <= 1021.5) -> 71.382,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1004.85) and (AP <= 1021.5) -> 66.715,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1004.85) -> 83.015,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1004.85) -> 72.728,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1018.85) -> 65.294,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1018.85) -> 62.987,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1018.85) -> 65.615,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1018.85) -> 77.134,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 66.707,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 70.635,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 53.57,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 63.127,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.025) -> 90.185,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.025) and (AP <= 1011.05) -> 74.739,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.025) and (AP > 1011.05) -> 76.711,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) -> 68.252,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.619) -> 80.417,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.619) and (AP <= 1008.55) -> 70.961,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.619) and (AP > 1008.55) -> 73.393,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.147) and (AP <= 1010.0) -> 75.281,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1010.0) -> 71.431,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1010.0) and (AP <= 1011.65) -> 86.584,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1010.0) -> 77.144,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) -> 76.751,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) -> 72.894,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) -> 95.192,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) -> 80.386,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.396) and (AP <= 1023.1) and (AP > 1003.45) -> 73.022,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) and (AP > 1003.45) -> 69.832,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1023.1) -> 65.597,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1023.1) -> 72.539,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1023.1) -> 58.203,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1023.1) -> 74.469,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.201) and (AP <= 1001.37) -> 81.84,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.201) and (AP > 1001.37) -> 63.531,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.201) and (AP > 1001.37) -> 68.474,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1014.15) -> 73.753,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1014.15) -> 77.212,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) -> 66.382,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.697) -> 53.048,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.697) -> 69.175,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.697) -> 58.345,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) -> 74.739,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) -> 70.129,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) -> 59.278,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) -> 74.484,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) -> 69.948,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP <= 1003.0) -> 75.479,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP > 1003.0) -> 67.949,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP <= 1015.3) -> 59.572,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP > 1015.3) -> 54.119,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1024.35) -> 74.214,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1024.35) and (AP > 1008.85) -> 71.381,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.684) and (AP > 1024.35) -> 74.728,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1024.35) -> 79.824,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.499) -> 85.474,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1011.25) -> 70.489,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1011.25) -> 63.576,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 156.105) and (AP <= 1021.95) and (AFDP <= 4.022) -> 60.573,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 163.735) and (AP <= 1021.95) and (AFDP <= 4.022) -> 61.975,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 163.735) and (AP <= 1021.95) and (AFDP <= 4.022) and (AFDP > 3.949) -> 69.438,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) -> 67.376,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1009.15) and (AFDP <= 4.022) -> 65.406,\n",
" if (AT <= 16.958) and (AT > 8.622) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) -> 68.216,\n",
" if (AT <= 16.958) and (AT > 8.622) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) and (AFDP > 3.921) -> 71.408,\n",
" if (AT <= 16.958) and (AT > 8.622) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1008.85) and (AFDP <= 4.022) -> 64.03,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) -> 70.622,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (TEY <= 155.17) and (AP <= 1021.95) and (AP > 1002.2) and (AFDP <= 4.022) -> 70.652,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1002.2) and (AFDP <= 4.022) -> 72.748,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1009.35) and (AFDP <= 4.022) -> 67.017,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) and (AFDP > 4.017) -> 78.567,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 157.745) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 61.686,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 157.745) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.813) -> 57.779,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 162.235) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 70.529,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 66.877,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.813) -> 66.281,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.813) -> 63.202,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 157.68) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 70.416,\n",
" if (AT <= 16.958) and (AT > 5.813) and (TEY > 118.405) and (TEY <= 157.68) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 59.711,\n",
" if (AT <= 16.958) and (AT > 5.813) and (TEY > 118.405) and (TEY <= 157.68) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 66.024,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 64.644,\n",
" if (AT <= 16.958) and (AT > 2.446) and (TEY > 118.405) and (TEY <= 165.945) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 59.604,\n",
" if (AT <= 16.958) and (AT > 2.446) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 64.372,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (TEY <= 155.0) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 70.206,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) -> 116.496,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (TEY <= 157.915) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 45.698,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (TEY <= 157.915) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 58.772,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 56.834,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.817) -> 48.236,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 4.987) -> 77.398,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AFDP > 4.022) -> 69.912,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AFDP > 4.022) -> 64.152,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) and (AFDP <= 4.248) -> 74.996,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) and (AFDP <= 4.248) -> 70.437,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) and (AFDP <= 4.286) -> 61.5,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) -> 69.205,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.665) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 5.871) -> 84.275,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 5.871) -> 74.114,\n",
" if (AT <= 16.958) and (AT > 6.201) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 5.871) -> 71.33,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP > 4.022) -> 95.963,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 155.9) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 65.96,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 155.9) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 74.055,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 155.9) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 86.543,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.075) -> 69.419,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.075) -> 61.336,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 164.285) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 68.626,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 66.972,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 162.305) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.731) -> 56.23,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.731) -> 63.323,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 70.577,\n",
" if (AT <= 16.958) and (AT > 2.275) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 64.661,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (TEY <= 160.29) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 53.903,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (TEY <= 160.29) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 66.591,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.73) -> 77.72,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 64.702,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 69.784,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 63.838,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 71.709,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 63.529,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 154.775) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 66.586,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 73.525,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 79.719,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 160.88) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 64.069,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 160.88) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 67.457,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 160.88) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.549) -> 51.782,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 160.88) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 60.683,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.705) -> 54.259,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 63.615,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 76.244,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 3.714) -> 59.119,\n",
" if (AT <= 16.958) and (AT > 8.728) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 3.714) -> 62.4,\n",
" if (AT <= 16.958) and (AT > 15.13) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 79.29,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 78.823,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (TEY <= 158.665) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 71.032,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 59.85,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (TEY <= 167.635) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.086) -> 68.592,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.086) -> 77.325,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 65.309,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 66.031,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 49.521,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 50.731,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 73.654,\n",
" if (AT <= 16.958) and (AT > 7.828) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 60.497,\n",
" if (AT <= 16.958) and (AT > 7.828) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 78.56,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 76.634,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 4.678) -> 80.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 75.16,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 68.731,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 66.815,\n",
" if (AT <= 16.958) and (AT > 4.233) and (TEY > 118.405) and (TEY <= 168.045) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 64.441,\n",
" if (AT <= 16.958) and (AT > 4.233) and (TEY > 118.405) and (TEY <= 168.045) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 61.618,\n",
" if (AT <= 16.958) and (AT > 4.233) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 65.792,\n",
" if (AT <= 16.958) and (AT > 4.233) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 57.377,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 59.814,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.7) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 61.826,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 63.739,\n",
" if (AT <= 16.958) and (AT > 8.207) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 58.722,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 174.27) and (AP > 1021.95) and (AFDP <= 4.31) -> 57.504,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 174.27) and (AP > 1021.95) and (AFDP <= 4.31) -> 60.75,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 174.27) and (AP > 1021.95) and (AFDP <= 4.31) -> 62.561,\n",
" if (AT <= 16.958) and (AT > 3.521) and (TEY > 118.405) and (TEY <= 174.27) and (AP > 1021.95) and (AFDP <= 4.31) -> 78.95,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) -> 58.702,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) and (AFDP > 4.259) -> 55.802,\n",
" if (AT <= 16.958) and (AT > 7.169) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) -> 65.6,\n",
" if (AT <= 16.958) and (AT > 7.169) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) -> 69.866,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 169.105) and (AP > 1021.95) and (AP <= 1030.45) and (AFDP > 4.31) and (AFDP <= 4.999) -> 52.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 169.105) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 49.105,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 56.059,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 74.108,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 49.6,\n",
" if (AT <= 16.958) and (AT > 3.692) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 48.302,\n",
" if (AT <= 16.958) and (AT > 3.692) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 47.385,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) -> 47.719,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 5.791) -> 64.025,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 5.791) -> 61.033,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 5.791) -> 69.366,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.85) and (AFDP > 4.31) -> 64.014,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) -> 56.919,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) -> 59.15,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP <= 2.245) -> 113.22,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AFDP <= 2.65) -> 79.894,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) and (AP <= 1021.4) -> 58.306,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) and (AP <= 1021.4) -> 62.735,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) and (AP <= 1021.4) -> 48.592,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) and (AP > 1021.4) -> 70.808,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) -> 74.721,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1021.1) -> 91.451,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1021.1) -> 82.786,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1021.1) -> 116.04,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP > 1021.1) -> 61.299,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 104.92) and (AFDP > 2.245) and (AP <= 1014.25) -> 72.164,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 104.92) and (AFDP > 2.245) and (AP <= 1014.25) -> 81.871,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 104.92) and (AFDP > 2.245) and (AP > 1014.25) -> 58.836,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AFDP <= 2.727) -> 90.981,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1016.75) -> 62.726,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1016.75) -> 72.706,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP > 1016.75) -> 83.051,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) -> 66.394,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 1016.65) -> 74.859,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 1016.65) and (AP > 997.71) -> 49.845,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.302) and (AP <= 1016.65) and (AP > 997.71) -> 65.193,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.667) and (AP <= 1016.65) and (AP > 997.71) -> 57.81,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.667) and (AP <= 1016.65) and (AP > 997.71) -> 61.512,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) and (AP <= 1017.85) -> 68.184,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.613) and (AP > 1016.65) and (AP <= 1017.85) -> 78.393,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) and (AP <= 1020.15) -> 68.125,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) and (AP <= 1020.15) -> 56.671,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) -> 64.723,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) -> 76.808,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 999.96) -> 77.277,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 999.96) -> 70.604,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 999.96) -> 65.724,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 999.96) -> 49.982,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.415) and (AP > 999.96) -> 65.325,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.415) and (AP > 999.96) -> 63.211,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.692) and (AP > 999.96) -> 58.228,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.692) and (AP > 999.96) -> 56.573,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.692) and (AP > 999.96) -> 80.257,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) -> 70.2,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.959) -> 77.659,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.959) -> 81.187,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.188) -> 66.68,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP <= 997.935) -> 64.96,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP <= 997.935) and (AP > 994.39) -> 61.928,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) and (AP <= 1020.65) -> 52.726,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) and (AP <= 1020.65) -> 47.386,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) -> 62.953,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) -> 64.291,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) and (AP <= 1013.25) -> 56.007,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) -> 53.418,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP <= 1011.8) -> 63.046,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP <= 1011.8) -> 73.677,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP <= 1011.8) and (AP > 1002.25) -> 69.236,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP > 1011.8) -> 74.099,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP > 1011.8) -> 66.882,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP > 1011.8) -> 85.347,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) -> 81.757,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) -> 70.378,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) -> 66.243,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) -> 54.218,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) -> 68.255,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) -> 74.302,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP <= 1009.0) -> 58.531,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1009.0) and (AP <= 1011.85) -> 65.296,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1009.0) -> 60.844,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1009.0) -> 62.664,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.7) -> 54.436,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.7) and (AP > 1008.1) -> 64.287,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.7) -> 68.896,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.7) -> 61.01,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.7) -> 76.267,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.7) -> 46.741,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.7) -> 58.414,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) -> 63.767,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) -> 57.454,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) -> 69.981,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1007.45) -> 51.957,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1007.45) -> 47.816,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.9) -> 59.109,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.9) -> 56.636,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.733) -> 73.363,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP <= 1008.7) -> 70.823,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.973) and (AP > 1008.7) -> 69.44,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1008.7) -> 66.785,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.791) -> 60.542,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) -> 66.677,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AP <= 1019.3) -> 71.654,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AP <= 1019.3) and (AP > 1005.55) -> 68.877,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AFDP > 2.589) and (AP <= 1019.3) and (AP > 1005.55) -> 54.049,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AFDP > 2.589) and (AP <= 1019.3) and (AP > 1005.55) -> 63.173,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AP > 1019.3) -> 82.247,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) -> 45.744,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP <= 1001.2) -> 67.065,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1001.2) and (AP <= 1014.3) -> 63.229,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1001.2) -> 54.08,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1001.2) -> 75.507,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 2.673) and (AP > 1001.2) -> 55.574,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 2.673) and (AP > 1001.2) -> 59.055,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 2.673) and (AP > 1001.2) and (AP <= 1011.65) -> 53.146,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 2.673) and (AP > 1001.2) -> 55.471,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP <= 1008.75) -> 53.844,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1008.75) -> 51.506,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.799) -> 45.962,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.799) -> 50.077,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) -> 63.951,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) -> 49.124,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.479) -> 55.244,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.479) -> 52.164,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) -> 64.574,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.729) -> 51.196,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.729) -> 57.709,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 65.625,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 110.87) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 61.922,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 113.07) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 56.047,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 67.636,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1014.35) -> 73.042,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1012.8) -> 59.62,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1012.8) -> 56.062,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1012.8) -> 53.511,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1012.8) -> 57.518,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) and (AP <= 1015.2) -> 61.689,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) and (AP <= 1015.2) -> 71.816,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) and (AP <= 1022.65) -> 56.762,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) -> 60.893,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) -> 65.208,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) -> 69.651,\n",
" if (AT > 16.958) and (AT <= 25.568) and (TEY <= 131.885) and (AFDP <= 4.344) and (AP <= 1013.35) -> 54.856,\n",
" if (AT > 16.958) and (AT <= 25.568) and (TEY <= 131.885) and (AFDP <= 4.344) and (AFDP > 2.804) and (AP <= 1013.35) -> 63.403,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AP <= 1013.35) -> 51.942,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AFDP > 2.942) and (AP <= 1013.35) -> 68.167,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 102.905) and (AFDP <= 4.344) and (AFDP > 2.942) and (AP <= 1013.35) -> 52.33,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 102.905) and (AFDP <= 4.344) and (AFDP > 2.942) and (AP <= 1013.35) -> 56.124,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AP <= 1013.35) -> 67.21,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AFDP > 2.696) and (AP <= 1013.35) -> 51.445,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AFDP > 2.696) and (AP <= 1013.35) -> 49.54,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AFDP > 2.696) and (AP <= 1013.35) -> 66.414,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AFDP > 2.696) and (AP <= 1013.35) -> 52.659,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AP > 1013.35) -> 51.634,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 102.965) and (AFDP <= 4.344) and (AP > 1013.35) -> 55.438,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AFDP > 3.514) and (AP > 1013.35) -> 65.364,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AP > 1013.35) -> 50.74,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AFDP > 3.241) and (AP > 1013.35) -> 52.386,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AP > 1013.35) -> 53.891,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AFDP > 3.389) and (AP > 1013.35) -> 51.113,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AP > 1013.35) and (AP <= 1018.45) -> 55.258,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AP > 1013.35) -> 50.753,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 4.039) and (AP > 1013.35) -> 55.584,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 4.039) and (AP > 1013.35) -> 62.796,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AP > 1013.35) -> 52.849,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 3.603) and (AP > 1013.35) -> 55.964,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 3.977) and (AP > 1013.35) -> 51.05,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 3.977) and (AP > 1013.35) -> 59.459,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AP <= 1009.75) -> 54.119,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AP > 1009.75) -> 58.439,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.49) and (AP > 1009.75) -> 63.861,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.692) and (AP <= 1010.95) -> 57.171,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.692) and (AP <= 1010.95) -> 69.119,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.692) and (AP > 1010.95) -> 55.59,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.692) and (AP > 1010.95) -> 51.672,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP <= 1007.3) -> 60.265,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1007.3) and (AP <= 1012.95) -> 47.662,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1007.3) -> 53.607,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP <= 1002.3) -> 72.577,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1002.3) and (AP <= 1006.1) -> 51.983,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1002.3) -> 57.908,\n",
" if (AT > 16.958) and (AT <= 28.042) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) -> 102.33,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) -> 58.065,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.963) -> 54.407,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 4.123) -> 61.433,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) -> 62.778,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 60.888,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 57.561,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 66.58,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1008.5) -> 65.156,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1008.5) -> 53.075,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (TEY > 124.88) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1008.5) -> 59.832,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (TEY > 124.88) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1008.5) -> 56.131,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 50.242,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 127.855) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 55.708,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 127.855) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 52.92,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1009.6) -> 57.607,\n",
" if (AT > 16.958) and (AT <= 24.207) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) -> 68.618,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) -> 67.953,\n",
" if (AT > 16.958) and (AT <= 28.09) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) and (AP > 1008.55) -> 56.334,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) and (AP > 1008.55) -> 61.544,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 130.88) and (AFDP > 4.344) and (AP <= 1015.2) and (AP > 1008.55) -> 61.609,\n",
" if (AT > 16.958) and (AT <= 24.312) and (TEY <= 131.885) and (AFDP > 4.344) and (AP > 1015.2) -> 56.769,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AP > 1015.2) -> 75.097,\n",
" if (AT > 16.958) and (AT <= 18.719) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) -> 70.725,\n",
" if (AT > 16.958) and (AT <= 18.719) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1001.5) -> 74.467,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) -> 77.845,\n",
" if (AT > 16.958) and (AT <= 17.062) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 74.085,\n",
" if (AT > 16.958) and (AT <= 17.33) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 84.045,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 81.437,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) and (AP > 996.41) -> 79.306,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 86.085,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 69.5,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.214) and (AP <= 1019.8) and (AP > 1003.0) -> 63.412,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 71.284,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.284) and (AP <= 1019.8) and (AP > 1003.0) -> 78.341,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.3) and (AP <= 1019.8) and (AP > 1003.0) -> 67.553,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.3) and (AP <= 1019.8) and (AP > 1003.0) -> 64.107,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.3) and (AP <= 1019.8) and (AP > 1003.0) -> 79.926,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.3) and (AP <= 1019.8) and (AP > 1003.0) -> 68.453,\n",
" if (AT > 16.958) and (AT <= 19.963) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 76.058,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 72.471,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.414) and (AP <= 1019.8) and (AP > 1003.0) -> 75.697,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 69.375,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 71.082,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 61.394,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 2.911) and (AP <= 1019.8) and (AP > 1003.0) -> 59.281,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 57.564,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.223) and (AP <= 1019.8) and (AP > 1003.0) -> 72.219,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.223) and (AP <= 1019.8) and (AP > 1003.0) -> 70.288,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.223) and (AP <= 1019.8) and (AP > 1003.0) -> 61.226,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.223) and (AP <= 1019.8) and (AP > 1003.0) -> 65.79,\n",
" if (AT > 16.958) and (AT <= 18.052) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) -> 82.823,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) -> 100.06,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.205) and (AP > 1019.8) and (AP <= 1027.45) -> 90.367,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.205) and (AP > 1019.8) -> 93.298,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.309) and (AP > 1019.8) -> 72.493,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) -> 63.255,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) -> 72.876,\n",
" if (AT > 16.958) and (AT <= 17.913) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) -> 76.612,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) -> 78.378,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AP > 988.8) -> 77.527,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AP > 998.155) -> 75.729,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1005.45) -> 53.116,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 62.557,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1003.8) -> 66.1,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 56.36,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 52.313,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 69.256,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 57.823,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1013.25) -> 60.091,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 63.675,\n",
" if (AT > 16.958) and (AT <= 27.893) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 63.385,\n",
" if (AT > 16.958) and (AT <= 27.893) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 61.492,\n",
" if (AT > 16.958) and (AT <= 27.893) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 66.598,\n",
" if (AT > 16.958) and (AT <= 27.893) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 63.667,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 63.751,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 66.499,\n",
" if (AT > 16.958) and (AT <= 32.667) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 66.43,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 73.547,\n",
" if (AT > 16.958) and (AT <= 24.281) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1021.75) -> 65.775,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1021.75) -> 68.659,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1021.75) -> 61.632,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1021.75) -> 65.408,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 70.391,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 64.916,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 74.653,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.993) and (AP <= 1014.35) -> 72.231,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) -> 70.618,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) -> 60.25,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) -> 72.026,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1006.95) -> 77.376,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1007.55) -> 67.202,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1007.55) -> 70.253,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1007.55) -> 77.858,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.269) and (AP <= 1014.35) and (AP > 1007.55) -> 66.095,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.269) and (AP <= 1014.35) and (AP > 1007.55) -> 60.287,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1007.55) -> 73.94,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.119) and (AP > 1014.35) and (AP <= 1016.15) -> 72.018,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) and (AP <= 1016.15) -> 70.75,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) and (AP <= 1016.15) -> 79.961,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) and (AP <= 1016.15) -> 85.126,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) -> 76.411,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) -> 79.03,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) -> 68.576,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) -> 73.279,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.758) and (AP <= 1012.95) -> 71.168,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.758) and (AP <= 1012.95) -> 63.4,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.758) and (AP <= 1012.95) and (AP > 1011.95) -> 58.685,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.758) and (AP <= 1012.95) and (AP > 1011.95) -> 62.916,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1012.95) -> 79.746,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.0) and (AP > 1012.95) -> 58.954,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.0) and (AP > 1012.95) -> 65.603,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.0) and (AP > 1012.95) -> 67.951,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1012.95) -> 86.822,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1012.95) -> 74.222,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1012.95) -> 69.642,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.049) -> 62.982,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) -> 65.906,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1009.6) -> 65.365,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.345) and (AP > 1009.6) -> 71.94,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1009.6) -> 65.656,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) -> 73.988,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) -> 63.133,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) -> 73.112,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) -> 81.201,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.57) -> 59.053,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AP > 1013.05) and (AFDP <= 5.596) and (AFDP > 3.57) -> 56.117,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.57) -> 75.374,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.57) -> 59.726,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) -> 47.109,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 157.29) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 74.39,\n",
" if (AT <= 16.958) and (AT > 6.31) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) -> 101.819,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.945) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 59.165,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 69.684,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 147.975) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 75.751,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 147.975) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 58.893,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 147.975) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 76.297,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 147.975) and (AP <= 1020.65) and (AP > 1012.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 62.485,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.71) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 56.678,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.71) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 51.89,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 64.549,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 150.29) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 66.88,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 150.29) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 74.639,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 84.383,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 996.315) and (AFDP <= 5.596) and (AFDP > 4.179) -> 63.265,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 141.565) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 54.06,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 141.565) and (AP <= 1020.65) and (AP > 1006.0) and (AFDP <= 5.596) and (AFDP > 4.179) -> 68.098,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 158.88) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 58.419,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 77.122,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AFDP > 5.596) and (AFDP <= 5.923) -> 77.468,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AP > 987.95) and (AFDP > 5.596) and (AFDP <= 5.923) -> 72.695,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AP > 987.95) and (AFDP > 5.596) and (AFDP <= 5.923) -> 70.694,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AP > 987.95) and (AFDP > 5.596) and (AFDP <= 5.923) -> 67.822,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AFDP > 5.596) -> 69.544,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AFDP > 5.596) -> 72.297,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AFDP > 5.596) -> 66.894,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AP > 1007.5) and (AFDP > 5.596) -> 62.945,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP > 5.596) and (AFDP <= 6.136) -> 70.925,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP > 5.596) -> 67.756,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1000.65) and (AFDP > 5.596) and (AFDP <= 6.023) -> 67.903,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1000.65) and (AFDP > 5.596) -> 64.229,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.15) and (AFDP > 5.596) -> 79.927,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.35) and (AFDP > 5.596) and (AFDP <= 5.776) -> 59.71,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.35) and (AFDP > 5.596) -> 61.556,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.35) and (AFDP > 5.596) -> 65.849,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.35) and (AFDP > 5.596) -> 68.994,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.015) and (AP > 1020.65) and (AP <= 1026.35) and (AFDP <= 4.18) -> 98.423,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.015) and (AP > 1020.65) and (AP <= 1026.35) and (AFDP <= 4.18) -> 79.15,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.015) and (AP > 1020.65) and (AFDP <= 4.18) -> 119.91,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.705) and (AP > 1020.65) and (AFDP <= 4.18) -> 57.731,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.865) and (AP > 1020.65) and (AFDP <= 4.18) -> 76.346,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.865) and (AP > 1020.65) and (AFDP <= 4.18) and (AFDP > 4.07) -> 70.583,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP <= 4.18) -> 79.776,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP <= 4.18) -> 92.497,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 153.125) and (AP > 1020.65) and (AFDP <= 4.18) -> 72.445,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP <= 4.18) -> 78.208,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP <= 4.18) and (AFDP > 4.165) -> 104.12,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 150.695) and (AP > 1020.65) and (AFDP > 4.18) -> 70.498,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP > 4.18) and (AFDP <= 4.516) -> 51.505,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP > 4.18) and (AFDP <= 5.095) -> 63.949,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AP <= 1026.15) and (AFDP > 4.18) -> 58.036,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AP <= 1026.15) and (AFDP > 4.18) -> 55.207,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP > 4.18) -> 61.616,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 75.164,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 3.476) and (AP <= 1019.05) -> 58.255,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 4.179) and (AP <= 1019.05) -> 55.336,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 4.179) and (AP <= 1019.05) and (AP > 1005.1) -> 63.677,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 56.594,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) and (AP > 1007.65) -> 59.06,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 5.341) and (AP <= 1019.05) -> 68.941,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 71.137,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 68.497,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) and (AP > 1012.55) -> 65.469,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 59.506,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 147.17) and (AFDP <= 5.597) and (AP <= 1019.05) -> 60.67,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 147.17) and (AFDP <= 5.597) and (AFDP > 4.065) and (AP <= 1019.05) -> 51.712,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AP <= 1019.05) -> 82.012,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AP <= 1019.05) and (AP > 1007.25) -> 63.194,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 152.805) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) -> 54.462,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) -> 68.225,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) and (AP > 1009.45) -> 52.49,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) and (AP > 1009.45) -> 50.084,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 55.94,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) and (AP > 1018.35) -> 48.615,\n",
" if (AT > 16.958) and (AT <= 30.134) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 57.819,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 67.764,\n",
" if (AT > 16.958) and (AT <= 26.601) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 58.227,\n",
" if (AT > 16.958) and (AT <= 26.601) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 62.677,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 60.221,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) and (AP > 1007.35) -> 52.561,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AP > 1019.05) -> 89.381,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) and (AP <= 1019.5) -> 61.26,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) and (AP <= 1020.3) -> 76.144,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 68.638,\n",
" if (AT > 16.958) and (AT <= 24.65) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 63.001,\n",
" if (AT > 16.958) and (AT <= 24.65) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 59.92,\n",
" if (AT > 16.958) and (AT <= 24.65) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 56.084,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 66.751,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 5.717) and (AP <= 1014.35) -> 56.203,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (TEY <= 150.6) and (AFDP > 5.597) and (AP <= 1014.35) -> 67.808,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (TEY <= 150.6) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1004.05) -> 70.864,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 66.944,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1012.0) -> 71.307,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (TEY <= 154.075) and (AFDP > 5.597) and (AP <= 1014.35) -> 65.942,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 62.184,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) -> 57.179,\n",
" if (AT > 16.958) and (AT <= 31.232) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) -> 72.705,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) -> 68.544,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AFDP <= 6.202) and (AP <= 1014.35) and (AP > 1009.75) -> 59.125,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AFDP <= 6.202) and (AP <= 1014.35) and (AP > 1009.75) -> 53.258,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1009.75) -> 70.66,\n",
" if (AT > 16.958) and (AT <= 27.367) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 70.205,\n",
" if (AT > 16.958) and (AT <= 27.367) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1010.3) -> 61.162,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.83) and (AP <= 1014.35) -> 57.773,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.83) and (AP <= 1014.35) -> 53.94,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 67.0,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 5.819) and (AP > 1014.35) -> 58.17,\n",
" if (AT > 16.958) and (AT <= 25.625) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 72.822,\n",
" if (AT > 16.958) and (AT <= 25.625) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 58.595,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 148.125) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 68.119,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 77.644,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 82.246,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AP > 1014.35) -> 63.364]"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from src.rules import normalise_rules\n",
"\n",
"\n",
"rules = normalise_rules(rules)\n",
"display(len(rules))\n",
"rules"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"594"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"[if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1007.8) -> 95.243,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.496) and (AP <= 1021.35) and (AP > 1007.8) -> 104.934,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.125) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1016.15) -> 102.815,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) and (AP > 1016.15) -> 108.179,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.524) and (AP <= 1021.35) and (AP > 1016.15) -> 86.604,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP > 1021.35) -> 101.823,\n",
" if (AT <= 16.958) and (AT > 4.925) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP > 1021.35) -> 91.256,\n",
" if (AT <= 16.958) and (AT > 4.925) and (TEY <= 118.405) and (TEY > 108.91) and (AFDP <= 3.081) and (AP > 1021.35) -> 82.969,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 110.08,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 107.495) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 103.35,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 107.495) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) and (AP > 1005.6) -> 81.857,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 110.86) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP <= 1015.95) -> 90.608,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) -> 110.479,\n",
" if (AT <= 16.958) and (AT > 1.059) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) and (AP <= 1016.45) -> 113.753,\n",
" if (AT <= 16.958) and (AT > 1.059) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) -> 96.259,\n",
" if (AT <= 16.958) and (AT > 1.059) and (TEY <= 118.405) and (TEY > 117.105) and (AFDP <= 3.081) and (AFDP > 2.544) and (AP > 1015.95) -> 75.209,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP <= 1004.5) -> 63.858,\n",
" if (AT <= 16.958) and (AT > 5.403) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP <= 1004.5) -> 67.522,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 104.053,\n",
" if (AT <= 16.958) and (AT > 1.3) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 95.289,\n",
" if (AT <= 16.958) and (AT > 4.487) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 117.36,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 93.735,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (TEY > 108.23) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) and (AP <= 1012.3) -> 100.476,\n",
" if (AT <= 16.958) and (AT > 4.601) and (TEY <= 118.405) and (TEY > 108.23) and (AFDP <= 3.081) and (AFDP > 2.684) and (AP > 1004.5) -> 78.877,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 111.226,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.76) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 116.38,\n",
" if (AT <= 16.958) and (AT > 5.827) and (TEY <= 118.405) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 119.105,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.895) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) and (AP > 1021.3) -> 94.208,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 112.895) and (AFDP > 3.081) and (AFDP <= 3.773) and (AP <= 1027.6) -> 112.167,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1027.6) -> 93.274,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 113.265) and (AFDP > 3.081) and (AP <= 1027.6) -> 99.21,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AFDP <= 3.954) and (AP <= 1027.6) and (AP > 1012.3) -> 101.467,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1027.6) and (AP > 1012.3) -> 111.619,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP > 3.081) and (AP > 1027.6) -> 95.19,\n",
" if (AT <= 16.958) and (AT > 5.727) and (TEY <= 118.405) and (AFDP > 3.081) and (AP > 1027.6) -> 107.38,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (TEY > 117.045) and (AFDP > 3.081) and (AP > 1027.6) -> 66.55,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (AFDP > 3.081) and (AP <= 1022.35) -> 118.93,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) and (AP > 1019.65) -> 106.34,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) -> 89.462,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AFDP <= 3.364) and (AP <= 1022.35) and (AP > 1014.2) -> 85.376,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 107.73) and (AFDP > 3.081) and (AP <= 1022.35) and (AP > 1014.2) -> 94.562,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (AFDP > 3.081) and (AP > 1022.35) -> 113.475,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 111.43) and (AFDP > 3.081) and (AFDP <= 4.161) and (AP > 1022.35) -> 102.589,\n",
" if (AT <= 16.958) and (AT > 6.44) and (TEY <= 118.405) and (TEY > 111.43) and (AFDP > 3.081) and (AP > 1022.35) -> 94.573,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AFDP <= 3.304) -> 93.415,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AP > 1013.4) and (AFDP <= 3.304) -> 108.481,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.38) and (AP <= 1019.95) and (AP > 1013.4) and (AFDP <= 3.304) -> 97.876,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP <= 1019.95) and (AFDP > 3.304) -> 118.67,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (AP > 1019.95) -> 112.907,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) and (AP > 1002.9) -> 81.066,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) -> 99.152,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP <= 1018.15) and (AP > 1010.85) -> 102.289,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.608) and (AP <= 1018.15) -> 78.875,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.608) and (AP <= 1018.15) and (AP > 1017.8) -> 105.753,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AP > 1018.15) -> 80.57,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.364) and (AP > 1018.15) and (AP <= 1023.0) -> 102.462,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.364) and (AP > 1018.15) -> 88.924,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.07) and (AFDP > 2.425) and (AP > 1018.15) -> 80.589,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AFDP <= 4.644) and (AP <= 1016.95) -> 77.571,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) -> 83.405,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP <= 1016.95) and (AP > 1006.85) -> 89.811,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) and (AP <= 1021.95) -> 93.366,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AFDP <= 3.911) and (AP > 1016.95) -> 107.704,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.07) and (AP > 1016.95) -> 100.507,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) -> 90.76,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) -> 102.46,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.511) -> 82.338,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP <= 3.153) and (AFDP > 2.771) -> 72.18,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.153) and (AFDP <= 4.122) -> 84.336,\n",
" if (AT <= 16.958) and (AT > 7.752) and (TEY <= 118.405) and (TEY > 105.73) and (AFDP > 3.153) -> 89.903,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1002.55) -> 81.871,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) -> 79.931,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1005.75) -> 71.726,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.859) and (AP <= 1017.55) -> 83.572,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP <= 1017.55) and (AP > 1009.2) -> 100.938,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 103.745) and (AFDP <= 3.107) and (AFDP > 2.215) and (AP <= 1017.55) and (AP > 1009.2) -> 82.397,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.215) and (AP <= 1017.55) and (AP > 1009.2) -> 86.308,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.747) and (AP > 1017.55) -> 95.85,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 102.045) and (AFDP <= 3.107) and (AP > 1017.55) and (AP <= 1019.4) -> 87.589,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 102.045) and (AFDP <= 3.107) and (AP > 1017.55) -> 90.681,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) and (AP <= 1020.15) -> 99.99,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AFDP > 2.932) and (AP > 1017.55) and (AP <= 1020.15) -> 89.11,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) and (AP <= 1032.75) -> 92.472,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 103.475) and (AFDP <= 3.107) and (AP > 1017.55) -> 82.618,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP <= 3.107) and (AP > 1017.55) -> 98.264,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 101.69) and (AFDP <= 3.107) and (AP > 1017.55) -> 75.124,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 104.08) and (AFDP > 3.107) and (AFDP <= 3.427) -> 112.588,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.475) and (AFDP > 3.107) and (AFDP <= 3.427) -> 106.51,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AFDP <= 3.427) -> 105.611,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) -> 97.585,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) and (AP > 997.11) -> 90.724,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP <= 1019.55) and (AP > 1010.65) -> 94.559,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 103.57) and (AFDP > 3.107) and (AP <= 1019.55) and (AP > 1010.65) -> 109.028,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 104.15) and (AFDP > 3.107) and (AP <= 1019.55) -> 82.908,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (AFDP > 3.107) and (AP > 1019.55) -> 75.199,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AP <= 1018.95) -> 69.838,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.317) and (AP <= 1018.95) -> 80.191,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AP > 1018.95) -> 83.122,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.482) and (AP > 1018.95) -> 79.871,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.276) and (AFDP > 2.698) -> 78.397,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) -> 98.828,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP <= 1015.95) -> 71.776,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP <= 1015.95) and (AP > 998.825) -> 78.545,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.276) and (AP > 1015.95) -> 88.748,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) -> 74.212,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.547) -> 84.038,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AP <= 1017.3) -> 71.382,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AP <= 1017.3) and (AP > 1013.65) -> 82.732,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AP > 1017.3) -> 65.738,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) and (AP > 995.915) -> 61.963,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP <= 1006.05) -> 73.954,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) and (AP <= 1018.25) -> 69.961,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.181) and (AFDP > 2.639) and (AP > 1006.05) -> 71.245,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) and (AFDP <= 3.739) -> 74.228,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.181) -> 81.199,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP <= 1018.6) -> 66.215,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.379) and (AP <= 1018.6) -> 63.898,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP <= 1018.6) and (AP > 1014.5) -> 55.216,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AP > 1018.6) -> 68.765,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) and (AP <= 996.875) -> 65.041,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) and (AP > 996.875) -> 69.586,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.391) -> 66.054,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) -> 81.332,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP <= 1008.7) -> 73.307,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP > 1008.7) -> 61.534,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP <= 1016.65) -> 66.492,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP <= 3.225) and (AFDP > 2.637) and (AP > 1016.65) -> 62.602,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AP <= 1017.65) -> 73.596,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AP > 1017.65) -> 80.133,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 3.844) and (AP <= 1005.95) -> 73.545,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 3.844) and (AP > 1005.95) -> 65.135,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) and (AFDP <= 5.648) -> 66.841,\n",
" if (AT <= 16.958) and (AT > 10.837) and (TEY <= 118.405) and (TEY > 105.88) and (AFDP > 3.225) -> 72.355,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) -> 110.485,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) -> 80.073,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) and (AP <= 1026.2) -> 80.671,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.537) and (AP > 1026.2) -> 67.376,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1000.775) -> 99.386,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1000.775) -> 80.188,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP <= 1004.2) -> 69.111,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP > 1004.2) and (AP <= 1030.3) -> 81.324,\n",
" if (AT <= 16.958) and (AT > 4.479) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.65) and (AP > 1004.2) -> 68.08,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1025.9) -> 72.291,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1025.9) -> 90.44,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.676) -> 76.647,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.983) -> 64.141,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP <= 1013.55) -> 81.397,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AP > 1013.55) -> 71.345,\n",
" if (AT <= 16.958) and (AT > 7.324) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 2.85) -> 78.741,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1022.35) -> 66.471,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1022.35) and (AP > 1003.85) -> 74.224,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1022.35) -> 71.322,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1027.2) -> 81.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1027.2) -> 67.174,\n",
" if (AT <= 16.958) and (AT > 4.103) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 67.921,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 85.645,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1017.2) -> 65.664,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1017.2) -> 92.78,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1016.85) -> 76.151,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1016.85) -> 69.627,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP <= 1019.55) -> 64.95,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) and (AP > 1019.55) -> 68.066,\n",
" if (AT <= 16.958) and (AT > 7.404) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.694) and (AFDP > 3.077) -> 70.15,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1022.6) -> 97.057,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1022.6) -> 111.096,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.526) and (AP <= 1025.9) -> 89.333,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1025.9) -> 103.77,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1025.9) -> 96.54,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 87.151,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1023.45) -> 81.377,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1023.45) and (AP > 1016.95) -> 68.623,\n",
" if (AT <= 16.958) and (AT > 7.529) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1023.45) -> 85.985,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 87.614,\n",
" if (AT <= 16.958) and (AT > 2.847) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 84.887,\n",
" if (AT <= 16.958) and (AT > 5.08) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.046) -> 83.529,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.203) -> 66.58,\n",
" if (AT <= 16.958) and (AT > 3.259) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.203) -> 80.433,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 87.916,\n",
" if (AT <= 16.958) and (AT > 4.239) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 83.368,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.17) -> 79.858,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 3.775) -> 69.824,\n",
" if (AT <= 16.958) and (AT > 5.332) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) -> 79.867,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.403) and (AP <= 1026.9) -> 67.024,\n",
" if (AT <= 16.958) and (AT > 6.487) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.403) and (AP <= 1026.9) -> 71.973,\n",
" if (AT <= 16.958) and (AT > 3.153) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 79.008,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP <= 1026.9) -> 75.917,\n",
" if (AT <= 16.958) and (AT > 7.131) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) and (AP <= 1028.55) -> 62.111,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) and (AP <= 1028.55) -> 75.82,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AFDP <= 4.659) and (AP > 1026.9) -> 58.682,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.694) and (AP > 1026.9) -> 74.115,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) and (AP > 1004.65) -> 67.11,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.122) and (AP <= 1011.45) -> 64.098,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 2.995) and (AP <= 1011.45) -> 75.694,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP <= 1011.45) -> 70.471,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.03) and (AP <= 1011.45) -> 79.338,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.03) and (AP <= 1011.45) and (AP > 1000.65) -> 74.505,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1015.25) -> 67.275,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 2.822) and (AP > 1011.45) and (AP <= 1015.25) -> 72.063,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) and (AP <= 1025.55) -> 65.319,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AP > 1011.45) -> 76.335,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1018.45) -> 64.515,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1018.45) -> 52.992,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1016.0) -> 64.745,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1016.0) -> 75.228,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 999.11) -> 61.926,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 999.11) -> 55.065,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1020.95) -> 58.587,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1020.95) -> 65.146,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1004.85) -> 82.754,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1004.85) and (AP <= 1021.5) -> 69.049,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1004.85) -> 77.872,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP <= 1018.85) -> 64.14,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) and (AP > 1018.85) -> 71.374,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP <= 3.846) and (AFDP > 3.223) -> 71.372,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.025) -> 90.185,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.025) and (AP <= 1011.05) -> 74.739,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.025) and (AP > 1011.05) -> 76.711,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.619) -> 80.417,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.619) and (AP <= 1008.55) -> 70.961,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.619) and (AP > 1008.55) -> 73.393,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 5.147) and (AP <= 1010.0) -> 75.281,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1010.0) -> 71.431,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1010.0) and (AP <= 1011.65) -> 86.584,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1010.0) -> 77.144,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) -> 81.306,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.396) and (AP <= 1023.1) and (AP > 1003.45) -> 73.022,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1023.1) and (AP > 1003.45) -> 69.832,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1023.1) -> 67.702,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.201) and (AP <= 1001.37) -> 81.84,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.201) and (AP > 1001.37) -> 66.002,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1014.15) -> 73.753,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1014.15) -> 77.212,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.697) -> 60.189,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) -> 69.791,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) -> 68.46,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP <= 1003.0) -> 75.479,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP > 1003.0) -> 67.949,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP <= 1015.3) -> 59.572,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.464) and (AP > 1015.3) -> 54.119,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1024.35) -> 74.214,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1024.35) and (AP > 1008.85) -> 71.381,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.684) and (AP > 1024.35) -> 74.728,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1024.35) -> 79.824,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AFDP <= 4.499) -> 85.474,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP <= 1011.25) -> 70.489,\n",
" if (AT <= 16.958) and (AT > 10.438) and (TEY > 118.405) and (TEY <= 154.69) and (AFDP > 3.846) and (AP > 1011.25) -> 63.576,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 156.105) and (AP <= 1021.95) and (AFDP <= 4.022) -> 60.573,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 163.735) and (AP <= 1021.95) and (AFDP <= 4.022) -> 61.975,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 163.735) and (AP <= 1021.95) and (AFDP <= 4.022) and (AFDP > 3.949) -> 69.438,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) -> 67.376,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1009.15) and (AFDP <= 4.022) -> 65.406,\n",
" if (AT <= 16.958) and (AT > 8.622) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) -> 68.216,\n",
" if (AT <= 16.958) and (AT > 8.622) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) and (AFDP > 3.921) -> 71.408,\n",
" if (AT <= 16.958) and (AT > 8.622) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1008.85) and (AFDP <= 4.022) -> 64.03,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) -> 70.622,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (TEY <= 155.17) and (AP <= 1021.95) and (AP > 1002.2) and (AFDP <= 4.022) -> 70.652,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1002.2) and (AFDP <= 4.022) -> 72.748,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1009.35) and (AFDP <= 4.022) -> 67.017,\n",
" if (AT <= 16.958) and (AT > 14.497) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP <= 4.022) and (AFDP > 4.017) -> 78.567,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 157.745) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 61.686,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 157.745) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.813) -> 57.779,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 162.235) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 70.529,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.813) -> 64.742,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 157.68) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 70.416,\n",
" if (AT <= 16.958) and (AT > 5.813) and (TEY > 118.405) and (TEY <= 157.68) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 62.867,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 65.761,\n",
" if (AT <= 16.958) and (AT > 2.446) and (TEY > 118.405) and (TEY <= 165.945) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 59.604,\n",
" if (AT <= 16.958) and (AT > 2.446) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 64.372,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (TEY <= 155.0) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 70.206,\n",
" if (AT <= 16.958) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) -> 116.496,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (TEY <= 157.915) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 52.235,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) -> 42.948,\n",
" if (AT <= 16.958) and (AT > 14.172) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1010.05) and (AFDP <= 4.022) and (AFDP > 3.817) -> 48.236,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 4.987) -> 77.398,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AFDP > 4.022) -> 67.032,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) and (AFDP <= 4.248) -> 72.716,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) and (AFDP <= 4.286) -> 61.5,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.49) and (AP <= 1021.95) and (AP > 997.735) and (AFDP > 4.022) -> 69.205,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 161.665) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 5.871) -> 84.275,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 5.871) -> 74.114,\n",
" if (AT <= 16.958) and (AT > 6.201) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP > 4.022) and (AFDP <= 5.871) -> 71.33,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AFDP > 4.022) -> 95.963,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 155.9) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 75.519,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.075) -> 65.377,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 164.285) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 68.626,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 162.305) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.731) -> 56.23,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.731) -> 63.323,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 68.774,\n",
" if (AT <= 16.958) and (AT > 2.275) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 64.661,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (TEY <= 160.29) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 60.247,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.73) -> 77.72,\n",
" if (AT <= 16.958) and (AT > 10.305) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 64.702,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 154.775) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 66.586,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.219) -> 70.351,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 160.88) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.549) -> 51.782,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (TEY <= 160.88) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 64.069,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) and (AFDP <= 4.705) -> 54.259,\n",
" if (AT <= 16.958) and (AT > 12.797) and (TEY > 118.405) and (AP <= 1021.95) and (AP > 1003.35) and (AFDP > 4.022) -> 63.615,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 3.714) -> 59.119,\n",
" if (AT <= 16.958) and (AT > 8.728) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 3.714) -> 62.4,\n",
" if (AT <= 16.958) and (AT > 15.13) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 79.29,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 77.534,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (TEY <= 158.665) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 71.032,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) -> 59.85,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (TEY <= 167.635) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.086) -> 68.592,\n",
" if (AT <= 16.958) and (AT > -3.078) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.086) -> 77.325,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 61.049,\n",
" if (AT <= 16.958) and (AT > 7.828) and (TEY > 118.405) and (TEY <= 168.275) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 69.528,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP <= 4.639) and (AFDP > 4.464) -> 76.634,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 4.678) -> 80.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 70.235,\n",
" if (AT <= 16.958) and (AT > 4.233) and (TEY > 118.405) and (TEY <= 168.045) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 63.03,\n",
" if (AT <= 16.958) and (AT > 4.233) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) and (AFDP <= 6.024) -> 61.585,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 168.7) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 61.826,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 61.776,\n",
" if (AT <= 16.958) and (AT > 8.207) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.65) and (AFDP > 4.639) -> 58.722,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 174.27) and (AP > 1021.95) and (AFDP <= 4.31) -> 60.272,\n",
" if (AT <= 16.958) and (AT > 3.521) and (TEY > 118.405) and (TEY <= 174.27) and (AP > 1021.95) and (AFDP <= 4.31) -> 78.95,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) -> 58.702,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) and (AFDP > 4.259) -> 55.802,\n",
" if (AT <= 16.958) and (AT > 7.169) and (TEY > 118.405) and (AP > 1021.95) and (AFDP <= 4.31) -> 67.733,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 169.105) and (AP > 1021.95) and (AP <= 1030.45) and (AFDP > 4.31) and (AFDP <= 4.999) -> 52.146,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (TEY <= 169.105) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 49.105,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 59.922,\n",
" if (AT <= 16.958) and (AT > 3.692) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 4.999) -> 47.844,\n",
" if (AT <= 16.958) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) -> 47.719,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) and (AFDP <= 5.791) -> 64.808,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AP <= 1028.85) and (AFDP > 4.31) -> 64.014,\n",
" if (AT <= 16.958) and (AT > 5.068) and (TEY > 118.405) and (AP > 1021.95) and (AFDP > 4.31) -> 58.035,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP <= 2.245) -> 113.22,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AFDP <= 2.65) -> 79.894,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) and (AP <= 1021.4) -> 56.545,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) and (AP > 1021.4) -> 70.808,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 100.905) and (AFDP > 2.245) and (AFDP <= 2.65) -> 74.721,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1021.1) -> 96.759,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP > 1021.1) -> 61.299,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 104.92) and (AFDP > 2.245) and (AP <= 1014.25) -> 77.017,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 104.92) and (AFDP > 2.245) and (AP > 1014.25) -> 58.836,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AFDP <= 2.727) -> 90.981,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP <= 1016.75) -> 67.716,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) and (AP > 1016.75) -> 83.051,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (AFDP > 2.245) -> 66.394,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 1016.65) -> 74.859,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 1016.65) and (AP > 997.71) -> 49.845,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.302) and (AP <= 1016.65) and (AP > 997.71) -> 65.193,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.667) and (AP <= 1016.65) and (AP > 997.71) -> 59.661,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) and (AP <= 1017.85) -> 68.184,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.613) and (AP > 1016.65) and (AP <= 1017.85) -> 78.393,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) and (AP <= 1020.15) -> 62.398,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 1016.65) -> 70.765,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP <= 999.96) -> 71.202,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AP > 999.96) -> 49.982,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.415) and (AP > 999.96) -> 64.268,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.692) and (AP > 999.96) -> 65.019,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) -> 70.2,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 2.959) -> 79.423,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.188) -> 66.68,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP <= 997.935) -> 64.96,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP <= 997.935) and (AP > 994.39) -> 61.928,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) and (AP <= 1020.65) -> 50.056,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) and (AP <= 1013.25) -> 56.007,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP <= 3.911) and (AFDP > 3.235) and (AP > 997.935) -> 60.221,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP <= 1011.8) -> 68.361,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP <= 1011.8) and (AP > 1002.25) -> 69.236,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) and (AP > 1011.8) -> 75.443,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.411) -> 68.149,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP <= 1009.0) -> 58.531,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1009.0) and (AP <= 1011.85) -> 65.296,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1009.0) -> 61.754,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.7) and (AP > 1008.1) -> 64.287,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.7) -> 61.666,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.7) -> 60.608,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) -> 63.734,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1007.45) -> 51.957,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1007.45) -> 47.816,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP <= 1014.9) -> 59.109,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.543) and (AP > 1014.9) -> 56.636,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.733) -> 73.363,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP <= 1008.7) -> 70.823,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.973) and (AP > 1008.7) -> 69.44,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AP > 1008.7) -> 66.785,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) and (AFDP <= 4.791) -> 60.542,\n",
" if (AT > 16.958) and (AT <= 20.418) and (TEY <= 131.885) and (TEY > 106.33) and (AFDP > 3.911) -> 69.745,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AP <= 1019.3) -> 71.654,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AP <= 1019.3) and (AP > 1005.55) -> 68.877,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AFDP > 2.589) and (AP <= 1019.3) and (AP > 1005.55) -> 58.611,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) and (AP > 1019.3) -> 82.247,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP <= 4.251) -> 45.744,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP <= 1001.2) -> 67.065,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1001.2) and (AP <= 1014.3) -> 63.229,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1001.2) -> 64.794,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 2.673) and (AP > 1001.2) and (AP <= 1011.65) -> 53.146,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 2.673) and (AP > 1001.2) -> 56.7,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP <= 1008.75) -> 53.844,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AP > 1008.75) -> 51.506,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.799) -> 48.019,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.479) -> 53.704,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) -> 59.216,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 103.75) and (AFDP <= 4.251) and (AFDP > 3.729) -> 54.453,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 110.87) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 61.922,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 113.07) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 56.047,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1014.35) -> 66.631,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1014.35) -> 73.042,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP <= 1012.8) -> 56.678,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) and (AP <= 1015.2) -> 66.752,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) and (AP <= 1022.65) -> 56.762,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (TEY > 121.69) and (AFDP > 4.251) and (AFDP <= 4.966) and (AP > 1012.8) -> 63.05,\n",
" if (AT > 16.958) and (AT <= 22.746) and (TEY <= 131.885) and (AFDP > 4.251) -> 69.651,\n",
" if (AT > 16.958) and (AT <= 25.568) and (TEY <= 131.885) and (AFDP <= 4.344) and (AP <= 1013.35) -> 54.856,\n",
" if (AT > 16.958) and (AT <= 25.568) and (TEY <= 131.885) and (AFDP <= 4.344) and (AFDP > 2.804) and (AP <= 1013.35) -> 63.403,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AP <= 1013.35) -> 51.942,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AFDP > 2.942) and (AP <= 1013.35) -> 68.167,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 102.905) and (AFDP <= 4.344) and (AFDP > 2.942) and (AP <= 1013.35) -> 54.227,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AP <= 1013.35) -> 67.21,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.425) and (AFDP <= 4.344) and (AFDP > 2.696) and (AP <= 1013.35) -> 55.015,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AP > 1013.35) -> 51.634,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 102.965) and (AFDP <= 4.344) and (AP > 1013.35) -> 55.438,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP <= 4.344) and (AFDP > 3.514) and (AP > 1013.35) -> 65.364,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AFDP > 3.241) and (AP > 1013.35) -> 52.386,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AP > 1013.35) -> 52.316,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 106.225) and (AFDP <= 4.344) and (AFDP > 3.389) and (AP > 1013.35) -> 51.113,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AP > 1013.35) and (AP <= 1018.45) -> 55.258,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AP > 1013.35) -> 50.753,\n",
" if (AT > 16.958) and (AT <= 26.734) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 4.039) and (AP > 1013.35) -> 59.19,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AP > 1013.35) -> 52.849,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 3.603) and (AP > 1013.35) -> 55.964,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 111.825) and (AFDP <= 4.344) and (AFDP > 3.977) and (AP > 1013.35) -> 55.255,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AP <= 1009.75) -> 54.119,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AP > 1009.75) -> 58.439,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.49) and (AP > 1009.75) -> 63.861,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.692) and (AP <= 1010.95) -> 63.145,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.692) and (AP > 1010.95) -> 53.631,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP <= 1007.3) -> 60.265,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1007.3) and (AP <= 1012.95) -> 47.662,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1007.3) -> 53.607,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP <= 1002.3) -> 72.577,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1002.3) and (AP <= 1006.1) -> 51.983,\n",
" if (AT > 16.958) and (AT <= 28.021) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.861) and (AP > 1002.3) -> 57.908,\n",
" if (AT > 16.958) and (AT <= 28.042) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) -> 102.33,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 3.963) -> 54.407,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) and (AFDP > 4.123) -> 61.433,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 129.995) and (AFDP <= 4.344) -> 60.421,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 61.676,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1008.5) -> 59.116,\n",
" if (AT > 16.958) and (AT <= 29.367) and (TEY <= 131.885) and (TEY > 124.88) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1008.5) -> 57.981,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 50.242,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 127.855) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) -> 54.314,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AFDP <= 4.739) and (AP <= 1015.2) and (AP > 1009.6) -> 57.607,\n",
" if (AT > 16.958) and (AT <= 24.207) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) -> 68.618,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) -> 67.953,\n",
" if (AT > 16.958) and (AT <= 28.09) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) and (AP > 1008.55) -> 56.334,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AP <= 1015.2) and (AP > 1008.55) -> 61.544,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (TEY > 130.88) and (AFDP > 4.344) and (AP <= 1015.2) and (AP > 1008.55) -> 61.609,\n",
" if (AT > 16.958) and (AT <= 24.312) and (TEY <= 131.885) and (AFDP > 4.344) and (AP > 1015.2) -> 56.769,\n",
" if (AT > 16.958) and (TEY <= 131.885) and (AFDP > 4.344) and (AP > 1015.2) -> 75.097,\n",
" if (AT > 16.958) and (AT <= 18.719) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) -> 70.725,\n",
" if (AT > 16.958) and (AT <= 18.719) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1001.5) -> 74.467,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) -> 77.845,\n",
" if (AT > 16.958) and (AT <= 17.062) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 74.085,\n",
" if (AT > 16.958) and (AT <= 17.33) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 84.045,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) and (AP > 996.41) -> 79.306,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.245) and (AP <= 1019.8) -> 83.761,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.214) and (AP <= 1019.8) and (AP > 1003.0) -> 63.412,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 70.392,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.284) and (AP <= 1019.8) and (AP > 1003.0) -> 78.341,\n",
" if (AT > 16.958) and (AT <= 19.734) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.3) and (AP <= 1019.8) and (AP > 1003.0) -> 70.01,\n",
" if (AT > 16.958) and (AT <= 19.963) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 76.058,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.414) and (AP <= 1019.8) and (AP > 1003.0) -> 75.697,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 2.911) and (AP <= 1019.8) and (AP > 1003.0) -> 59.281,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP <= 1019.8) and (AP > 1003.0) -> 66.377,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.223) and (AP <= 1019.8) and (AP > 1003.0) -> 67.381,\n",
" if (AT > 16.958) and (AT <= 18.052) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) -> 82.823,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AP > 1019.8) -> 100.06,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.205) and (AP > 1019.8) and (AP <= 1027.45) -> 90.367,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.205) and (AP > 1019.8) -> 93.298,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP <= 3.449) and (AFDP > 3.309) and (AP > 1019.8) -> 72.493,\n",
" if (AT > 16.958) and (AT <= 17.913) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) -> 76.612,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) -> 71.503,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AP > 988.8) -> 77.527,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP <= 999.625) and (AP > 998.155) -> 75.729,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1005.45) -> 53.116,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1003.8) -> 66.1,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1013.25) -> 60.091,\n",
" if (AT > 16.958) and (AT <= 27.893) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 63.786,\n",
" if (AT > 16.958) and (AT <= 32.667) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 66.43,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1017.05) -> 67.932,\n",
" if (AT > 16.958) and (AT <= 24.281) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1021.75) -> 65.775,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) and (AP <= 1021.75) -> 65.233,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.756) and (AP > 999.625) -> 63.549,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 4.993) and (AP <= 1014.35) -> 72.231,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) -> 67.632,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1006.95) -> 77.376,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.269) and (AP <= 1014.35) and (AP > 1007.55) -> 63.191,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1014.35) and (AP > 1007.55) -> 72.313,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.119) and (AP > 1014.35) and (AP <= 1016.15) -> 72.018,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) and (AP <= 1016.15) -> 78.612,\n",
" if (AT > 16.958) and (AT <= 24.071) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1014.35) -> 74.324,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.758) and (AP <= 1012.95) -> 67.284,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.758) and (AP <= 1012.95) and (AP > 1011.95) -> 60.801,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1012.95) -> 79.746,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.0) and (AP > 1012.95) -> 64.169,\n",
" if (AT > 16.958) and (AT <= 29.795) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1012.95) -> 76.895,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.049) -> 62.982,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) -> 65.906,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP <= 1009.6) -> 65.365,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AFDP <= 5.345) and (AP > 1009.6) -> 71.94,\n",
" if (AT > 16.958) and (AT <= 32.035) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) and (AP > 1009.6) -> 65.656,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 136.645) and (AFDP > 3.449) -> 73.988,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) -> 72.482,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AP > 1013.05) and (AFDP <= 5.596) and (AFDP > 3.57) -> 56.117,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 145.945) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.57) -> 64.718,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) -> 47.109,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 157.29) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 74.39,\n",
" if (AT <= 16.958) and (AT > 6.31) and (TEY <= 118.405) and (AFDP <= 3.081) and (AP <= 1021.35) -> 101.819,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.945) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 59.165,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 3.686) -> 56.129,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 147.975) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 70.314,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 147.975) and (AP <= 1020.65) and (AP > 1012.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 62.485,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.71) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 54.284,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 150.29) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 70.759,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 996.315) and (AFDP <= 5.596) and (AFDP > 4.179) -> 63.265,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 141.565) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 54.06,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 141.565) and (AP <= 1020.65) and (AP > 1006.0) and (AFDP <= 5.596) and (AFDP > 4.179) -> 68.098,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 158.88) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 58.419,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP <= 5.596) and (AFDP > 4.179) -> 75.351,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AFDP > 5.596) and (AFDP <= 5.923) -> 77.468,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AP > 987.95) and (AFDP > 5.596) and (AFDP <= 5.923) -> 70.404,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AFDP > 5.596) -> 69.578,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.045) and (AP <= 1020.65) and (AP > 1007.5) and (AFDP > 5.596) -> 62.945,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP > 5.596) and (AFDP <= 6.136) -> 70.925,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AFDP > 5.596) -> 67.756,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1000.65) and (AFDP > 5.596) and (AFDP <= 6.023) -> 67.903,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1000.65) and (AFDP > 5.596) -> 64.229,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.15) and (AFDP > 5.596) -> 79.927,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.35) and (AFDP > 5.596) and (AFDP <= 5.776) -> 59.71,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP <= 1020.65) and (AP > 1010.35) and (AFDP > 5.596) -> 65.467,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.015) and (AP > 1020.65) and (AP <= 1026.35) and (AFDP <= 4.18) -> 88.786,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 151.015) and (AP > 1020.65) and (AFDP <= 4.18) -> 119.91,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 152.705) and (AP > 1020.65) and (AFDP <= 4.18) -> 57.731,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.865) and (AP > 1020.65) and (AFDP <= 4.18) -> 76.346,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 155.865) and (AP > 1020.65) and (AFDP <= 4.18) and (AFDP > 4.07) -> 70.583,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 153.125) and (AP > 1020.65) and (AFDP <= 4.18) -> 72.445,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP <= 4.18) -> 83.494,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP <= 4.18) and (AFDP > 4.165) -> 104.12,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (TEY <= 150.695) and (AP > 1020.65) and (AFDP > 4.18) -> 70.498,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP > 4.18) and (AFDP <= 4.516) -> 51.505,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP > 4.18) and (AFDP <= 5.095) -> 63.949,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AP <= 1026.15) and (AFDP > 4.18) -> 56.621,\n",
" if (AT > 16.958) and (AT <= 21.703) and (TEY > 131.885) and (AP > 1020.65) and (AFDP > 4.18) -> 61.616,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 3.476) and (AP <= 1019.05) -> 58.255,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 4.179) and (AP <= 1019.05) -> 55.336,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 4.179) and (AP <= 1019.05) and (AP > 1005.1) -> 63.677,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 65.879,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) and (AP > 1007.65) -> 59.06,\n",
" if (AT > 16.958) and (AT <= 32.315) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AFDP > 5.341) and (AP <= 1019.05) -> 68.941,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) and (AP > 1012.55) -> 65.469,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 143.725) and (AFDP <= 5.597) and (AP <= 1019.05) -> 66.38,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 147.17) and (AFDP <= 5.597) and (AP <= 1019.05) -> 60.67,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 147.17) and (AFDP <= 5.597) and (AFDP > 4.065) and (AP <= 1019.05) -> 51.712,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AP <= 1019.05) -> 82.012,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AP <= 1019.05) and (AP > 1007.25) -> 63.194,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 152.805) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) -> 54.462,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) -> 68.225,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.133) and (AP <= 1019.05) and (AP > 1009.45) -> 51.287,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) and (AP > 1018.35) -> 48.615,\n",
" if (AT > 16.958) and (AT <= 30.134) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 57.819,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 151.315) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 61.852,\n",
" if (AT > 16.958) and (AT <= 26.601) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 60.452,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) -> 60.221,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.38) and (AP <= 1019.05) and (AP > 1007.35) -> 52.561,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AP > 1019.05) -> 89.381,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) and (AP <= 1019.5) -> 61.26,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) and (AP <= 1020.3) -> 76.144,\n",
" if (AT > 16.958) and (AT <= 24.65) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 59.668,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP <= 5.597) and (AFDP > 4.114) and (AP > 1019.05) -> 67.695,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 5.717) and (AP <= 1014.35) -> 56.203,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (TEY <= 150.6) and (AFDP > 5.597) and (AP <= 1014.35) -> 67.808,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (TEY <= 150.6) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1004.05) -> 70.864,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1012.0) -> 71.307,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (TEY <= 154.075) and (AFDP > 5.597) and (AP <= 1014.35) -> 65.942,\n",
" if (AT > 16.958) and (AT <= 25.345) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 64.564,\n",
" if (AT > 16.958) and (AT <= 31.232) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) -> 72.705,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) -> 62.862,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AFDP <= 6.202) and (AP <= 1014.35) and (AP > 1009.75) -> 56.192,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 146.735) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1009.75) -> 70.66,\n",
" if (AT > 16.958) and (AT <= 27.367) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 70.205,\n",
" if (AT > 16.958) and (AT <= 27.367) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) and (AP > 1010.3) -> 61.162,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.83) and (AP <= 1014.35) -> 55.857,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AP <= 1014.35) -> 67.0,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 5.819) and (AP > 1014.35) -> 58.17,\n",
" if (AT > 16.958) and (AT <= 25.625) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 65.708,\n",
" if (AT > 16.958) and (TEY > 131.885) and (TEY <= 148.125) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 68.119,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AFDP <= 6.67) and (AP > 1014.35) -> 79.945,\n",
" if (AT > 16.958) and (TEY > 131.885) and (AFDP > 5.597) and (AP > 1014.35) -> 63.364]"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from src.rules import delete_same_rules\n",
"\n",
"\n",
"rules = delete_same_rules(rules)\n",
"display(len(rules))\n",
"rules"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" AT \n",
" AP \n",
" AFDP \n",
" TEY \n",
" \n",
" \n",
" \n",
" \n",
" 4480 \n",
" 26.6350 \n",
" 1009.7 \n",
" 4.4137 \n",
" 147.37 \n",
" \n",
" \n",
" 24883 \n",
" 20.2280 \n",
" 1016.2 \n",
" 4.6238 \n",
" 154.71 \n",
" \n",
" \n",
" 21557 \n",
" 15.6330 \n",
" 1018.5 \n",
" 4.0899 \n",
" 154.26 \n",
" \n",
" \n",
" 1705 \n",
" 16.6540 \n",
" 1020.2 \n",
" 4.5755 \n",
" 132.60 \n",
" \n",
" \n",
" 21388 \n",
" 21.0020 \n",
" 1004.3 \n",
" 4.1101 \n",
" 153.48 \n",
" \n",
" \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" \n",
" \n",
" 25725 \n",
" 17.5190 \n",
" 1015.9 \n",
" 3.6809 \n",
" 125.22 \n",
" \n",
" \n",
" 5014 \n",
" 21.9780 \n",
" 1014.4 \n",
" 3.1246 \n",
" 110.81 \n",
" \n",
" \n",
" 22584 \n",
" 4.7103 \n",
" 1003.0 \n",
" 3.2741 \n",
" 127.67 \n",
" \n",
" \n",
" 501 \n",
" 6.7758 \n",
" 1008.3 \n",
" 5.1192 \n",
" 166.46 \n",
" \n",
" \n",
" 20828 \n",
" 17.6730 \n",
" 1020.7 \n",
" 3.0370 \n",
" 127.08 \n",
" \n",
" \n",
"
\n",
"
29386 rows × 4 columns
\n",
"
\n",
"\n",
"
\n",
" \n",
" \n",
" AT \n",
" AP \n",
" AFDP \n",
" TEY \n",
" \n",
" \n",
" \n",
" \n",
" 18246 \n",
" 23.4530 \n",
" 1006.2 \n",
" 3.7535 \n",
" 132.47 \n",
" \n",
" \n",
" 20343 \n",
" 28.7090 \n",
" 1011.2 \n",
" 6.0321 \n",
" 145.91 \n",
" \n",
" \n",
" 2924 \n",
" 21.8330 \n",
" 1017.0 \n",
" 3.9663 \n",
" 139.04 \n",
" \n",
" \n",
" 117 \n",
" 7.8167 \n",
" 1022.2 \n",
" 4.6605 \n",
" 164.73 \n",
" \n",
" \n",
" 5713 \n",
" 19.9120 \n",
" 1013.1 \n",
" 3.6710 \n",
" 126.90 \n",
" \n",
" \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" \n",
" \n",
" 21917 \n",
" 9.5791 \n",
" 1017.5 \n",
" 2.9617 \n",
" 130.74 \n",
" \n",
" \n",
" 13099 \n",
" 22.6150 \n",
" 1012.1 \n",
" 4.2739 \n",
" 133.44 \n",
" \n",
" \n",
" 26704 \n",
" 28.4020 \n",
" 1004.4 \n",
" 4.0643 \n",
" 123.17 \n",
" \n",
" \n",
" 4182 \n",
" 31.7400 \n",
" 1012.2 \n",
" 4.5323 \n",
" 148.16 \n",
" \n",
" \n",
" 2982 \n",
" 23.7130 \n",
" 1013.5 \n",
" 3.7112 \n",
" 134.75 \n",
" \n",
" \n",
"
\n",
"
7347 rows × 4 columns
\n",
"
\n",
"\n",
"
\n",
" \n",
" \n",
" count \n",
" mean \n",
" std \n",
" min \n",
" 25% \n",
" 50% \n",
" 75% \n",
" max \n",
" \n",
" \n",
" \n",
" \n",
" AT \n",
" 36733.0 \n",
" 17.712726 \n",
" 7.447451 \n",
" -6.2348 \n",
" 11.7810 \n",
" 17.8010 \n",
" 23.6650 \n",
" 37.1030 \n",
" \n",
" \n",
" AP \n",
" 36733.0 \n",
" 1013.070165 \n",
" 6.463346 \n",
" 985.8500 \n",
" 1008.8000 \n",
" 1012.6000 \n",
" 1017.0000 \n",
" 1036.6000 \n",
" \n",
" \n",
" AFDP \n",
" 36733.0 \n",
" 3.925518 \n",
" 0.773936 \n",
" 2.0874 \n",
" 3.3556 \n",
" 3.9377 \n",
" 4.3769 \n",
" 7.6106 \n",
" \n",
" \n",
" TEY \n",
" 36733.0 \n",
" 133.506404 \n",
" 15.618634 \n",
" 100.0200 \n",
" 124.4500 \n",
" 133.7300 \n",
" 144.0800 \n",
" 179.5000 \n",
" \n",
" \n",
" NOX \n",
" 36733.0 \n",
" 65.293067 \n",
" 11.678357 \n",
" 25.9050 \n",
" 57.1620 \n",
" 63.8490 \n",
" 71.5480 \n",
" 119.9100 \n",
" \n",
" \n",
"
\n",
"
"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"from skfuzzy import control as ctrl\n",
"\n",
"AT = ctrl.Antecedent(np.arange(-6.2348, 37.103, 0.1), \"AT\")\n",
"AP = ctrl.Antecedent(np.arange(985.85, 1036.6, 0.1), \"AP\")\n",
"# AH = ctrl.Antecedent(np.arange(24.085, 100.2, 0.001), \"AH\")\n",
"AFDP = ctrl.Antecedent(np.arange(2.0874, 7.6106, 0.1), \"AFDP\")\n",
"TEY = ctrl.Antecedent(np.arange(100.02, 179.5, 0.1), \"TEY\")\n",
"# TIT = ctrl.Antecedent(np.arange(1000.8, 1100.9, 0.1), \"TIT\")\n",
"# TAT = ctrl.Antecedent(np.arange(511.04, 550.61, 0.01), \"TAT\")\n",
"NOX = ctrl.Consequent(np.arange(25.905, 119.91, 0.1), \"NOX\")\n",
"\n",
"AT.automf(5, variable_type=\"quant\")\n",
"AT.view()\n",
"AP.automf(3, variable_type=\"quant\")\n",
"AP.view()\n",
"# AH.automf(3, variable_type=\"quant\")\n",
"AFDP.automf(5, variable_type=\"quant\")\n",
"AFDP.view()\n",
"TEY.automf(3, variable_type=\"quant\")\n",
"TEY.view()\n",
"# TIT.automf(5, variable_type=\"quant\")\n",
"# TAT.automf(5, variable_type=\"quant\")\n",
"NOX.automf(names=[str(i) for i in range(1, 16)], variable_type=\"quant\")\n",
"NOX.view()"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"267"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"[IF ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[15]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[13]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[13]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AP[low]) AND AFDP[lower] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AP[average]) AND AFDP[lower] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AP[low]) AND AFDP[higher] THEN NOX[15]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AP[high] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[13]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF AT[average] AND TEY[low] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[higher] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[lower] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[low] AND TEY[average]) AND AFDP[low] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[higher] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[higher] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[average]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[14]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[higher] THEN NOX[11]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[higher] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[high]) AND AP[average]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[higher] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[average]) AND AP[high]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[low] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[higher] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[higher] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[4]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[average] AND TEY[low]) AND AFDP[higher] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[high] AND TEY[average]) AND AFDP[lower] THEN NOX[12]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[higher] AND TEY[average]) AND AFDP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[higher] AND TEY[average]) AND AFDP[lower] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[average]) AND AP[low] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[high] AND TEY[average]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[high] AND TEY[average]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF (AT[higher] AND TEY[average]) AND AFDP[higher] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[lower] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[lower] THEN NOX[4]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[high] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[higher] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[high] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[higher] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[low] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[13]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[higher] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[higher] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[higher] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[low] THEN NOX[9]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[4]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[high] THEN NOX[10]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[average] AND TEY[high]) AND AFDP[average]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[high]) AND AP[low] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[higher]) AND AP[average] THEN NOX[8]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[high]) AND AP[average] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[high]) AND AP[low] THEN NOX[5]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[high]) AND AP[high] THEN NOX[6]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[high]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[high]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax,\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[higher]) AND AP[high] THEN NOX[7]\n",
" \tAND aggregation function : fmin\n",
" \tOR aggregation function : fmax]"
]
},
"execution_count": 65,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from src.rules import get_fuzzy_rules\n",
"\n",
"fuzzy_variables = {\n",
" \"AT\": AT,\n",
" \"AP\": AP,\n",
" # \"AH\": AH,\n",
" \"AFDP\": AFDP,\n",
" \"TEY\": TEY,\n",
" # \"TIT\": TIT,\n",
" # \"TAT\": TAT,\n",
" \"consequent\": NOX,\n",
"}\n",
"fuzzy_rules = get_fuzzy_rules(rules, fuzzy_variables)\n",
"\n",
"fuzzy_cntrl = ctrl.ControlSystem(fuzzy_rules)\n",
"\n",
"sim = ctrl.ControlSystemSimulation(fuzzy_cntrl, lenient=False)\n",
"\n",
"display(len(fuzzy_rules))\n",
"fuzzy_rules"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"=============\n",
" Antecedents \n",
"=============\n",
"Antecedent: AT = 4.5878\n",
" - lower : 0.001787528868359431\n",
" - low : 0.996646651270206\n",
" - average : 0.0015658198614344942\n",
" - high : 0.0\n",
" - higher : 0.0\n",
"Antecedent: TEY = 134.67\n",
" - low : 0.12720403022665056\n",
" - average : 0.8727959697733495\n",
" - high : 0.0\n",
"Antecedent: AFDP = 3.5758\n",
" - lower : 0.0\n",
" - low : 0.9175272727272739\n",
" - average : 0.08247272727272652\n",
" - high : 0.0\n",
" - higher : 0.0\n",
"Antecedent: AP = 1018.7\n",
" - low : 0.0\n",
" - average : 0.7041420118346117\n",
" - high : 0.2958579881653883\n",
"\n",
"=======\n",
" Rules \n",
"=======\n",
"RULE #0:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #1:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #2:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.001787528868359431\n",
"\n",
"RULE #3:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0\n",
"\n",
"RULE #4:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.001787528868359431\n",
"\n",
"RULE #5:\n",
" IF ((AT[low] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[low] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.12720403022665056\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.12720403022665056\n",
"\n",
"RULE #6:\n",
" IF ((AT[low] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[low] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.12720403022665056\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.12720403022665056\n",
"\n",
"RULE #7:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #8:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[15]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[15] : 0.0015658198614344942\n",
"\n",
"RULE #9:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0015658198614344942\n",
"\n",
"RULE #10:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #11:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.001787528868359431\n",
"\n",
"RULE #12:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.0\n",
"\n",
"RULE #13:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #14:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.0\n",
"\n",
"RULE #15:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[13]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[13] : 0.0\n",
"\n",
"RULE #16:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #17:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[13]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[13] : 0.0\n",
"\n",
"RULE #18:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0\n",
"\n",
"RULE #19:\n",
" IF ((AT[average] AND TEY[low]) AND AP[low]) AND AFDP[lower] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AP[low] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AP[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0\n",
"\n",
"RULE #20:\n",
" IF ((AT[average] AND TEY[low]) AND AP[average]) AND AFDP[lower] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #21:\n",
" IF ((AT[average] AND TEY[low]) AND AP[low]) AND AFDP[higher] THEN NOX[15]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AP[low] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AP[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[15] : 0.0\n",
"\n",
"RULE #22:\n",
" IF (AT[average] AND TEY[low]) AND AP[high] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AP[high] : 0.2958579881653883\n",
" (AT[average] AND TEY[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.0015658198614344942\n",
"\n",
"RULE #23:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #24:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[13]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[13] : 0.0015658198614344942\n",
"\n",
"RULE #25:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #26:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #27:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #28:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #29:\n",
" IF AT[average] AND TEY[low] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" AT[average] AND TEY[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0015658198614344942\n",
"\n",
"RULE #30:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" (AT[average] AND TEY[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #31:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[low]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #32:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[higher] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" (AT[average] AND TEY[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0\n",
"\n",
"RULE #33:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #34:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #35:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0\n",
"\n",
"RULE #36:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #37:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #38:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #39:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #40:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[low]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0015658198614344942\n",
"\n",
"RULE #41:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #42:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0015658198614344942\n",
"\n",
"RULE #43:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #44:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #45:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[low]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #46:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0015658198614344942\n",
"\n",
"RULE #47:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #48:\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[lower] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" (AT[lower] AND TEY[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.0\n",
"\n",
"RULE #49:\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[lower] AND TEY[average]) AND AFDP[low] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.001787528868359431\n",
"\n",
"RULE #50:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #51:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[high] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.001787528868359431\n",
"\n",
"RULE #52:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #53:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #54:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #55:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #56:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[average]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #57:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.001787528868359431\n",
"\n",
"RULE #58:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[average]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #59:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #60:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #61:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[average]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.0\n",
"\n",
"RULE #62:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #63:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #64:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #65:\n",
" IF (AT[low] AND TEY[average]) AND AFDP[low] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[low] AND TEY[average]) AND AFDP[low] = 0.8727959697733495\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.8727959697733495\n",
"\n",
"RULE #66:\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[lower] AND TEY[average]) AND AFDP[low] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.001787528868359431\n",
"\n",
"RULE #67:\n",
" IF (AT[lower] AND TEY[average]) AND AFDP[higher] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" (AT[lower] AND TEY[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #68:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[higher] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" (AT[average] AND TEY[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #69:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[average]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #70:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #71:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #72:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0015658198614344942\n",
"\n",
"RULE #73:\n",
" IF ((AT[lower] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[lower] AND TEY[average]) AND AFDP[average]) AND AP[high] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.001787528868359431\n",
"\n",
"RULE #74:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #75:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #76:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #77:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #78:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #79:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[average]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #80:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" (AT[average] AND TEY[average]) AND AFDP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #81:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #82:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #83:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #84:\n",
" IF (AT[average] AND TEY[average]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" (AT[average] AND TEY[average]) AND AFDP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #85:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #86:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #87:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #88:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #89:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #90:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #91:\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #92:\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #93:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #94:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #95:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #96:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[low] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.001787528868359431\n",
"\n",
"RULE #97:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #98:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #99:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #100:\n",
" IF ((AT[low] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[low] AND TEY[average]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #101:\n",
" IF ((AT[low] AND TEY[high]) AND AP[average]) AND AFDP[lower] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[low] AND TEY[high]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #102:\n",
" IF ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[14]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[lower] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[14] : 0.0\n",
"\n",
"RULE #103:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #104:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #105:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #106:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[higher] THEN NOX[11]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" ((AT[lower] AND TEY[high]) AND AP[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[11] : 0.0\n",
"\n",
"RULE #107:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[higher] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[higher] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #108:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #109:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[average]) AND AP[average]) AND AFDP[average] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.001787528868359431\n",
"\n",
"RULE #110:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #111:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[higher] : 0.0\n",
" ((AT[lower] AND TEY[high]) AND AP[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #112:\n",
" IF ((AT[low] AND TEY[high]) AND AP[average]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[higher] : 0.0\n",
" ((AT[low] AND TEY[high]) AND AP[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #113:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[higher] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #114:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #115:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #116:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #117:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #118:\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #119:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #120:\n",
" IF ((AT[low] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[low] AND TEY[average]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #121:\n",
" IF ((AT[low] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[low] AND TEY[high]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #122:\n",
" IF ((AT[low] AND TEY[average]) AND AP[high]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[low] AND TEY[average]) AND AP[high]) AND AFDP[average] = 0.08247272727272652\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.08247272727272652\n",
"\n",
"RULE #123:\n",
" IF ((AT[low] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[low] : 0.996646651270206\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[low] AND TEY[high]) AND AP[high]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #124:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[average] = 0.001787528868359431\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.001787528868359431\n",
"\n",
"RULE #125:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #126:\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #127:\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #128:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[higher] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[higher] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #129:\n",
" IF ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[higher] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[higher] : 0.0\n",
" ((AT[lower] AND TEY[high]) AND AP[high]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #130:\n",
" IF ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[lower] : 0.001787528868359431\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[lower] AND TEY[average]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #131:\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #132:\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #133:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #134:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" (AT[average] AND TEY[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #135:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #136:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #137:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #138:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0015658198614344942\n",
"\n",
"RULE #139:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #140:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #141:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #142:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" (AT[average] AND TEY[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #143:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #144:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0015658198614344942\n",
"\n",
"RULE #145:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #146:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #147:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #148:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #149:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #150:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[average]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #151:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" (AT[average] AND TEY[low]) AND AFDP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #152:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #153:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #154:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #155:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0015658198614344942\n",
"\n",
"RULE #156:\n",
" IF ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0015658198614344942\n",
"\n",
"RULE #157:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[4]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[low]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[4] : 0.0015658198614344942\n",
"\n",
"RULE #158:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" (AT[average] AND TEY[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #159:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[low] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" (AT[average] AND TEY[low]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0015658198614344942\n",
"\n",
"RULE #160:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #161:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0015658198614344942\n",
"\n",
"RULE #162:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[high] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #163:\n",
" IF (AT[average] AND TEY[low]) AND AFDP[higher] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" (AT[average] AND TEY[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #164:\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #165:\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #166:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[lower]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[low]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #167:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[low]) AND AP[low] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[low]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #168:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[lower]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[low]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #169:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[low]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[low]) AND AFDP[low]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #170:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #171:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #172:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #173:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #174:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #175:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #176:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[average]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #177:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #178:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #179:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #180:\n",
" IF (AT[high] AND TEY[average]) AND AFDP[lower] THEN NOX[12]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" (AT[high] AND TEY[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[12] : 0.0\n",
"\n",
"RULE #181:\n",
" IF (AT[higher] AND TEY[average]) AND AFDP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" (AT[higher] AND TEY[average]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #182:\n",
" IF (AT[higher] AND TEY[average]) AND AFDP[lower] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" (AT[higher] AND TEY[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #183:\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[low]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #184:\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[low]) AND AFDP[average]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #185:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[average]) AND AP[low] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[low]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #186:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[low]) AND AFDP[average]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #187:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #188:\n",
" IF ((AT[high] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[low]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #189:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #190:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #191:\n",
" IF ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[low] : 0.12720403022665056\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[low]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #192:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #193:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #194:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #195:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #196:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #197:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #198:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #199:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #200:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #201:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #202:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #203:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0015658198614344942\n",
"\n",
"RULE #204:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #205:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[low] : 0.9175272727272739\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[average]) AND AFDP[low]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #206:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #207:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #208:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #209:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[average]) AND AP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #210:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #211:\n",
" IF ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[average]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #212:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #213:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #214:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #215:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #216:\n",
" IF (AT[high] AND TEY[average]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" (AT[high] AND TEY[average]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #217:\n",
" IF (AT[high] AND TEY[average]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" (AT[high] AND TEY[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #218:\n",
" IF (AT[higher] AND TEY[average]) AND AFDP[higher] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" (AT[higher] AND TEY[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #219:\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[lower] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #220:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[average] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0015658198614344942\n",
"\n",
"RULE #221:\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[lower] THEN NOX[4]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[4] : 0.0\n",
"\n",
"RULE #222:\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #223:\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #224:\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #225:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #226:\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #227:\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[high] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[high] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #228:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[high] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #229:\n",
" IF ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[higher] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[low] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #230:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #231:\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[high] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[high] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #232:\n",
" IF ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[higher] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[low] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[low]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #233:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[high] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #234:\n",
" IF ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[lower] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[average]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #235:\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[lower] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #236:\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[low] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[low] : 0.9175272727272739\n",
" ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[low] = 0.0015658198614344942\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0015658198614344942\n",
"\n",
"RULE #237:\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[lower] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[lower] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[lower] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #238:\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[average] THEN NOX[13]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[average] : 0.08247272727272652\n",
" ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[13] : 0.0\n",
"\n",
"RULE #239:\n",
" IF ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[higher] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[average] : 0.8727959697733495\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[average]) AND AP[high]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #240:\n",
" IF ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[higher] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[average]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #241:\n",
" IF ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[higher] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" - AFDP[higher] : 0.0\n",
" ((AT[average] AND TEY[high]) AND AP[high]) AND AFDP[higher] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #242:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[average]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #243:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #244:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[low] THEN NOX[9]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[9] : 0.0\n",
"\n",
"RULE #245:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[average] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #246:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[average] THEN NOX[4]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[4] : 0.0\n",
"\n",
"RULE #247:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[average]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #248:\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[high]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #249:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #250:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[high] THEN NOX[10]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[lower] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[high]) AND AFDP[lower]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[10] : 0.0\n",
"\n",
"RULE #251:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #252:\n",
" IF ((AT[average] AND TEY[high]) AND AFDP[average]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[average] : 0.0015658198614344942\n",
" - TEY[high] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[average] AND TEY[high]) AND AFDP[average]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #253:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[average] : 0.08247272727272652\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[high]) AND AFDP[average]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #254:\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[high]) AND AP[low] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[high] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[high]) AND AFDP[high]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #255:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #256:\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[higher]) AND AP[average] THEN NOX[8]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[high] AND TEY[high]) AND AFDP[higher]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[8] : 0.0\n",
"\n",
"RULE #257:\n",
" IF ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[average]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #258:\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[high] AND TEY[high]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #259:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[average]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #260:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[high]) AND AP[average] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[high] : 0.0\n",
" - AP[average] : 0.7041420118346117\n",
" ((AT[higher] AND TEY[average]) AND AFDP[high]) AND AP[average] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #261:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[high]) AND AP[low] THEN NOX[5]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[high] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[high]) AND AFDP[high]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[5] : 0.0\n",
"\n",
"RULE #262:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[higher]) AND AP[low] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" - AP[low] : 0.0\n",
" ((AT[higher] AND TEY[high]) AND AFDP[higher]) AND AP[low] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #263:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[high]) AND AP[high] THEN NOX[6]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[high]) AND AFDP[high]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[6] : 0.0\n",
"\n",
"RULE #264:\n",
" IF ((AT[high] AND TEY[high]) AND AFDP[high]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[high] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[high] AND TEY[high]) AND AFDP[high]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #265:\n",
" IF ((AT[higher] AND TEY[average]) AND AFDP[high]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[average] : 0.8727959697733495\n",
" - AFDP[high] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[average]) AND AFDP[high]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"RULE #266:\n",
" IF ((AT[higher] AND TEY[high]) AND AFDP[higher]) AND AP[high] THEN NOX[7]\n",
"\tAND aggregation function : fmin\n",
"\tOR aggregation function : fmax\n",
"\n",
" Aggregation (IF-clause):\n",
" - AT[higher] : 0.0\n",
" - TEY[high] : 0.0\n",
" - AFDP[higher] : 0.0\n",
" - AP[high] : 0.2958579881653883\n",
" ((AT[higher] AND TEY[high]) AND AFDP[higher]) AND AP[high] = 0.0\n",
" Activation (THEN-clause):\n",
" NOX[7] : 0.0\n",
"\n",
"\n",
"==============================\n",
" Intermediaries and Conquests \n",
"==============================\n",
"Consequent: NOX = 87.07327610069576\n",
" 1:\n",
" Accumulate using accumulation_max : None\n",
" 2:\n",
" Accumulate using accumulation_max : None\n",
" 3:\n",
" Accumulate using accumulation_max : None\n",
" 4:\n",
" Accumulate using accumulation_max : 0.0015658198614344942\n",
" 5:\n",
" Accumulate using accumulation_max : 0.0015658198614344942\n",
" 6:\n",
" Accumulate using accumulation_max : 0.001787528868359431\n",
" 7:\n",
" Accumulate using accumulation_max : 0.08247272727272652\n",
" 8:\n",
" Accumulate using accumulation_max : 0.12720403022665056\n",
" 9:\n",
" Accumulate using accumulation_max : 0.001787528868359431\n",
" 10:\n",
" Accumulate using accumulation_max : 0.8727959697733495\n",
" 11:\n",
" Accumulate using accumulation_max : 0.001787528868359431\n",
" 12:\n",
" Accumulate using accumulation_max : 0.0015658198614344942\n",
" 13:\n",
" Accumulate using accumulation_max : 0.0015658198614344942\n",
" 14:\n",
" Accumulate using accumulation_max : 0.12720403022665056\n",
" 15:\n",
" Accumulate using accumulation_max : 0.0015658198614344942\n",
"\n"
]
},
{
"data": {
"text/plain": [
"np.float64(87.07327610069576)"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sim.input[\"AT\"] = 4.5878\n",
"sim.input[\"AP\"] = 1018.7\n",
"# sim.input[\"AH\"] = 83.675\n",
"sim.input[\"AFDP\"] = 3.5758\n",
"sim.input[\"TEY\"] = 134.67\n",
"# sim.input[\"TIT\"] = 1086.2\n",
"# sim.input[\"TAT\"] = 549.83\n",
"sim.compute()\n",
"sim.print_state()\n",
"display(sim.output[\"NOX\"])\n",
"NOX.view(sim=sim)"
]
},
{
"cell_type": "code",
"execution_count": 67,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" AT \n",
" AP \n",
" AFDP \n",
" TEY \n",
" Real \n",
" Inferred \n",
" RMSE \n",
" \n",
" \n",
" \n",
" \n",
" 4480 \n",
" 26.635 \n",
" 1009.7 \n",
" 4.4137 \n",
" 147.37 \n",
" 52.970 \n",
" 61.147868 \n",
" 8.178 \n",
" \n",
" \n",
" 24883 \n",
" 20.228 \n",
" 1016.2 \n",
" 4.6238 \n",
" 154.71 \n",
" 58.801 \n",
" 70.445008 \n",
" 11.644 \n",
" \n",
" \n",
" 21557 \n",
" 15.633 \n",
" 1018.5 \n",
" 4.0899 \n",
" 154.26 \n",
" 78.066 \n",
" 72.772458 \n",
" 5.294 \n",
" \n",
" \n",
" 1705 \n",
" 16.654 \n",
" 1020.2 \n",
" 4.5755 \n",
" 132.60 \n",
" 73.955 \n",
" 72.768175 \n",
" 1.187 \n",
" \n",
" \n",
" 21388 \n",
" 21.002 \n",
" 1004.3 \n",
" 4.1101 \n",
" 153.48 \n",
" 79.989 \n",
" 66.062012 \n",
" 13.927 \n",
" \n",
" \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" \n",
" \n",
" 10954 \n",
" 24.943 \n",
" 1008.7 \n",
" 4.3612 \n",
" 134.03 \n",
" 58.373 \n",
" 68.332152 \n",
" 9.959 \n",
" \n",
" \n",
" 13826 \n",
" 21.067 \n",
" 1008.6 \n",
" 3.7510 \n",
" 110.82 \n",
" 56.018 \n",
" 76.368374 \n",
" 20.350 \n",
" \n",
" \n",
" 11719 \n",
" 25.398 \n",
" 1011.2 \n",
" 4.2003 \n",
" 134.57 \n",
" 63.884 \n",
" 65.832664 \n",
" 1.949 \n",
" \n",
" \n",
" 25984 \n",
" 26.971 \n",
" 1012.9 \n",
" 4.5755 \n",
" 142.66 \n",
" 50.047 \n",
" 62.087535 \n",
" 12.041 \n",
" \n",
" \n",
" 826 \n",
" 14.198 \n",
" 1017.8 \n",
" 5.1631 \n",
" 156.30 \n",
" 71.731 \n",
" 71.286388 \n",
" 0.445 \n",
" \n",
" \n",
"
\n",
"
1000 rows × 7 columns
\n",
"
\n",
"\n",
"
\n",
" \n",
" \n",
" AT \n",
" AP \n",
" AFDP \n",
" TEY \n",
" Real \n",
" Inferred \n",
" RMSE \n",
" \n",
" \n",
" \n",
" \n",
" 18246 \n",
" 23.4530 \n",
" 1006.2 \n",
" 3.7535 \n",
" 132.47 \n",
" 58.948 \n",
" 70.239918 \n",
" 11.292 \n",
" \n",
" \n",
" 20343 \n",
" 28.7090 \n",
" 1011.2 \n",
" 6.0321 \n",
" 145.91 \n",
" 62.909 \n",
" 59.476105 \n",
" 3.433 \n",
" \n",
" \n",
" 2924 \n",
" 21.8330 \n",
" 1017.0 \n",
" 3.9663 \n",
" 139.04 \n",
" 61.083 \n",
" 66.367210 \n",
" 5.284 \n",
" \n",
" \n",
" 117 \n",
" 7.8167 \n",
" 1022.2 \n",
" 4.6605 \n",
" 164.73 \n",
" 66.369 \n",
" 76.068678 \n",
" 9.700 \n",
" \n",
" \n",
" 5713 \n",
" 19.9120 \n",
" 1013.1 \n",
" 3.6710 \n",
" 126.90 \n",
" 56.675 \n",
" 75.746254 \n",
" 19.071 \n",
" \n",
" \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" \n",
" \n",
" 21917 \n",
" 9.5791 \n",
" 1017.5 \n",
" 2.9617 \n",
" 130.74 \n",
" 71.316 \n",
" 78.387656 \n",
" 7.072 \n",
" \n",
" \n",
" 13099 \n",
" 22.6150 \n",
" 1012.1 \n",
" 4.2739 \n",
" 133.44 \n",
" 63.308 \n",
" 71.089868 \n",
" 7.782 \n",
" \n",
" \n",
" 26704 \n",
" 28.4020 \n",
" 1004.4 \n",
" 4.0643 \n",
" 123.17 \n",
" 49.210 \n",
" 61.370178 \n",
" 12.160 \n",
" \n",
" \n",
" 4182 \n",
" 31.7400 \n",
" 1012.2 \n",
" 4.5323 \n",
" 148.16 \n",
" 59.452 \n",
" 59.788024 \n",
" 0.336 \n",
" \n",
" \n",
" 2982 \n",
" 23.7130 \n",
" 1013.5 \n",
" 3.7112 \n",
" 134.75 \n",
" 66.807 \n",
" 69.873891 \n",
" 3.067 \n",
" \n",
" \n",
"
\n",
"
7347 rows × 7 columns
\n",
"