48 lines
1.1 KiB
Python
48 lines
1.1 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 ._base import SelectorMixin
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from ._from_model import SelectFromModel
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from ._mutual_info import mutual_info_classif, mutual_info_regression
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from ._rfe import RFE, RFECV
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from ._sequential import SequentialFeatureSelector
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from ._univariate_selection import (
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GenericUnivariateSelect,
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SelectFdr,
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SelectFpr,
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SelectFwe,
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SelectKBest,
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SelectPercentile,
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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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r_regression,
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)
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from ._variance_threshold import VarianceThreshold
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__all__ = [
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"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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"r_regression",
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"mutual_info_classif",
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"mutual_info_regression",
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"SelectorMixin",
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]
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