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Refactorings on IncrementalEnsemble

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This commit is contained in:
Petrônio Cândido 2019-02-27 15:11:51 -03:00
parent 10c1ca5437
commit 8a01256185
1 changed files with 7 additions and 5 deletions
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12
pyFTS/models/incremental/IncrementalEnsemble.py
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@ -65,18 +65,20 @@ class IncrementalEnsembleFTS(ensemble.EnsembleFTS):
ret = []
for k in np.arange(0, l):
for k in np.arange(self.max_lag, l):
data_window.append(data[k])
k2 = k - self.max_lag
if k >= self.window_length:
data_window.append(data[k2])
if k2 >= self.window_length:
data_window.pop(0)
if k % self.batch_size == 0 and k >= self.window_length:
if k % self.batch_size == 0 and k2 >= self.window_length:
self.train(data_window, **kwargs)
if len(self.models) > 0:
sample = data[k: k + self.max_lag]
sample = data[k2: k]
tmp = self.get_models_forecasts(sample)
point = self.get_point(tmp)
ret.append(point)