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54 lines
1.3 KiB
54 lines
1.3 KiB
4 days ago
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"""Feature selection algorithms.
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These include univariate filter selection methods and the recursive feature elimination
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algorithm.
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"""
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# Authors: The scikit-learn developers
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# SPDX-License-Identifier: BSD-3-Clause
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from sklearn.feature_selection._base import SelectorMixin
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from sklearn.feature_selection._from_model import SelectFromModel
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from sklearn.feature_selection._mutual_info import (
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mutual_info_classif,
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mutual_info_regression,
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)
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from sklearn.feature_selection._rfe import RFE, RFECV
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from sklearn.feature_selection._sequential import SequentialFeatureSelector
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from sklearn.feature_selection._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 sklearn.feature_selection._variance_threshold import VarianceThreshold
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__all__ = [
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"RFE",
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"RFECV",
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"GenericUnivariateSelect",
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"SelectFdr",
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"SelectFpr",
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"SelectFromModel",
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"SelectFwe",
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"SelectKBest",
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"SelectPercentile",
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"SelectorMixin",
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"SequentialFeatureSelector",
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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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"r_regression",
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]
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