43 lines
1.3 KiB
Python
43 lines
1.3 KiB
Python
"""
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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 .mutual_info_ import mutual_info_regression, mutual_info_classif
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__all__ = ['GenericUnivariateSelect',
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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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