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  1. SelectFpr — scikit-learn 1.8.0 documentation

    Added in version 1.0. See also f_classif ANOVA F-value..."x1", ..., "x(n_features_in_ - 1)"] . If input_features is an array-like,...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html
    Tue Mar 17 03:44:39 UTC 2026
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  2. NeighborhoodComponentsAnalysis — scikit-learn 1...

    If 1, progress messages will be printed to stdout. If > 1, progress...<= min(n_features, n_classes - 1) we use 'lda' , as it uses labels...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.NeighborhoodComponentsAnalysis.html
    Tue Mar 17 03:44:36 UTC 2026
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  3. make_union — scikit-learn 1.8.0 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...v0.20: n_jobs default changed from 1 to None. verbose bool, default=False...
    scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_union.html
    Tue Mar 17 03:44:39 UTC 2026
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  4. BayesianRidge — scikit-learn 1.8.0 documentation

    [ 1 , 1 ], [ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge()...>>> clf . predict ([[ 1 , 1 ]]) array([1.]) fit ( X , y , sample_weight...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html
    Tue Mar 17 03:44:37 UTC 2026
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  5. fetch_rcv1 — scikit-learn 1.8.0 documentation

    Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load the RCV1 multilabel...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_rcv1.html
    Tue Mar 17 03:44:37 UTC 2026
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  6. zero_one_loss — scikit-learn 1.8.0 documentation

    1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...zero_one_loss >>> y_pred = [ 1 , 2 , 3 , 4 ] >>> y_true = [ 2...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html
    Tue Mar 17 03:44:39 UTC 2026
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  7. Lars — scikit-learn 1.8.0 documentation

    n_nonzero_coefs = 1 ) >>> reg . fit ([[ - 1 , 1 ], [ 0 , 0 ], [ 1 , 1 ]], [...[ - 1.1111 , 0 , - 1.1111 ]) Lars(n_nonzero_coefs=1) >>> print...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lars.html
    Tue Mar 17 03:44:36 UTC 2026
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  8. IsotonicRegression — scikit-learn 1.8.0 documen...

    1 , .2 ]) array([1.8628, 3.7256]) fit (...n_samples = 10 , n_features = 1 , random_state = 41 ) >>> iso_reg...
    scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html
    Tue Mar 17 03:44:36 UTC 2026
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  9. LassoLars — scikit-learn 1.8.0 documentation

    ([[ - 1 , 1 ], [ 0 , 0 ], [ 1 , 1 ]], [ - 1 , 0 , - 1 ]) LassoLars(alpha=0.01)...sklearn.linear_model. LassoLars ( alpha = 1.0 , * , fit_intercept = True ,...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLars.html
    Tue Mar 17 03:44:36 UTC 2026
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  10. SequentialFeatureSelector — scikit-learn 1.8.0 ...

    version 1.1: The option "auto" was added in version 1.1. Changed...version 1.3: The default changed from "warn" to "auto" in 1.3. tol...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html
    Tue Mar 17 03:44:39 UTC 2026
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