terrasensetk.algorithms.FeatureSelection package

Submodules

terrasensetk.algorithms.FeatureSelection.IFeatureSelection module

class terrasensetk.algorithms.FeatureSelection.IFeatureSelection.IFeatureSelection(number_of_features, *kwargs)

Bases: terrasensetk.algorithms.IAlgorithm.IAlgorithm

Base class for implementation of the Feature Selection Algorithms

get_number_of_features() → int

set_number_of_features(number_of_features)

terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector module

class terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector.SequentialFeatureSelector(number_of_features=5, estimator=sklearn.ensemble.GradientBoostingRegressor, *args)

Bases: terrasensetk.algorithms.FeatureSelection.IFeatureSelection.IFeatureSelection

Implementation of the SequentialFeatureSelector from the scikitlearn library with the GradientBoostingRegressor

clone()

fit(x, y, *args)

get_model()

get_params()

predict(*kwargs)

Module contents