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retirada do escopo main do arquivo pca.py

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matheus_cascalho 2021-01-12 15:06:54 -03:00
parent bbf2e2ac67
commit efda0cd115
1 changed files with 0 additions and 14 deletions
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pyFTS/common/transformations/pca.py
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@ -20,17 +20,3 @@ class PCATransformation(Transformation):
new = pd.DataFrame(transformed, columns=list(names)) new = pd.DataFrame(transformed, columns=list(names))
new[endogen_variable] = data[endogen_variable].values new[endogen_variable] = data[endogen_variable].values
return new return new
if __name__ =="__main__":
pd.set_option('max_columns', 50)
file = '/home/matheus_cascalho/Documentos/matheus_cascalho/MINDS/TimeSeries_Lab/SOM/gas_concentration/ethylene_CO.csv'
df = pd.read_csv(file)
df = df[df['Time (seconds)'].apply(lambda x: x % 1 == 0)]
ignore = list(df.columns)[:3]
endogen_variable = 'TGS2602'
pca = PCATransformation()
cols = [col for col in df.columns if col not in ignore]
# cols.append(endogen_variable)
print(pca.apply(df[cols], endogen_variable=endogen_variable))