standard scaler pipeline #26
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lacava
requested changes
Jul 5, 2017
few/few.py
Outdated
| self.ml = ml | ||
| self.ml_type = type(self.ml).__name__ | ||
| self.ml = Pipeline([('standardScaler',StandardScaler()), ('ml', ml)]) | ||
| self.ml_type = type(self.ml.steps[1][1]).__name__ |
few/few.py
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| @@ -116,11 +117,13 @@ def __init__(self, population_size=50, generations=100, | |||
| self.boolean = True | |||
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| # instantiate sklearn estimator according to specified machine learner | |||
| if self.ml is None: | |||
| if self.ml.steps[1][1] is None: | |||
few/few.py
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| @@ -146,7 +149,7 @@ def __init__(self, population_size=50, generations=100, | |||
| type(DecisionTreeClassifier()): 'r2', | |||
| type(DistanceClassifier()): 'silhouette', | |||
| type(KNeighborsClassifier()): 'r2', | |||
| }[type(self.ml)] | |||
| }[type(self.ml.steps[1][1])] | |||
lacava
approved these changes
Jul 5, 2017
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