50 lines
1.4 KiB
Python
50 lines
1.4 KiB
Python
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"""
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The :mod:`sklearn.feature_selection` module implements feature selection
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algorithms. It currently includes univariate filter selection methods and the
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recursive feature elimination algorithm.
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"""
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from ._univariate_selection import chi2
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from ._univariate_selection import f_classif
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from ._univariate_selection import f_oneway
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from ._univariate_selection import f_regression
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from ._univariate_selection import SelectPercentile
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from ._univariate_selection import SelectKBest
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from ._univariate_selection import SelectFpr
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from ._univariate_selection import SelectFdr
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from ._univariate_selection import SelectFwe
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from ._univariate_selection import GenericUnivariateSelect
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from ._variance_threshold import VarianceThreshold
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from ._rfe import RFE
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from ._rfe import RFECV
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from ._from_model import SelectFromModel
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from ._sequential import SequentialFeatureSelector
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from ._mutual_info import mutual_info_regression, mutual_info_classif
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from ._base import SelectorMixin
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__all__ = ['GenericUnivariateSelect',
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'SequentialFeatureSelector',
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'RFE',
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'RFECV',
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'SelectFdr',
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'SelectFpr',
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'SelectFwe',
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'SelectKBest',
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'SelectFromModel',
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'SelectPercentile',
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'VarianceThreshold',
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'chi2',
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'f_classif',
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'f_oneway',
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'f_regression',
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'mutual_info_classif',
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'mutual_info_regression',
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'SelectorMixin']
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