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  1. feature_selection.rst.txt

    input a scoring function that returns univariate scores and p-values...provide a `score_func` where `y=None`. The `score_func` should...
    scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt
    Sat Apr 19 00:31:21 UTC 2025
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  2. Target Encoder’s Internal Cross fitting — sciki...

    "Raw Model score on training set: " , raw_model . score ( X_train..."Raw Model score on test set: " , raw_model . score ( X_test ,...
    scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder_cross_val.html
    Sat Apr 19 00:31:22 UTC 2025
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  3. FixedThresholdClassifier — scikit-learn 1.6.1 d...

    predict_proba ) or decision scores (i.e. output of decision_function...predict_proba ) or decision scores (i.e. output of decision_function...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html
    Sat Apr 19 00:31:22 UTC 2025
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  4. RidgeClassifier — scikit-learn 1.6.1 documentation

    confidence scores for samples. The confidence score for a sample...get the confidence scores. Returns : scores ndarray of shape (n_samples,)...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeClassifier.html
    Mon Apr 21 17:07:40 UTC 2025
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  5. LassoLarsCV — scikit-learn 1.6.1 documentation

    Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.html
    Mon Apr 21 17:07:39 UTC 2025
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  6. Examples of Using FrozenEstimator — scikit-lear...

    1 ] clf_score = brier_score_loss ( y_test , prob_pos_clf...)[:, 1 ] calibrated_score = brier_score_loss ( y_test , prob_pos_calibrated...
    scikit-learn.org/stable/auto_examples/frozen/plot_frozen_examples.html
    Sat Apr 19 00:31:21 UTC 2025
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  7. KernelRidge — scikit-learn 1.6.1 documentation

    Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html
    Mon Apr 21 17:07:39 UTC 2025
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  8. Ridge — scikit-learn 1.6.1 documentation

    Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html
    Mon Apr 21 17:07:39 UTC 2025
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  9. auc — scikit-learn 1.6.1 documentation

    average_precision_score Compute average precision from prediction scores. p...the ROC-curve, see roc_auc_score . For an alternative way to...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html
    Mon Apr 21 17:07:39 UTC 2025
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  10. SelectFdr — scikit-learn 1.6.1 documentation

    Attributes : scores_ array-like of shape (n_features,) Scores of features....sklearn.feature_selection. SelectFdr ( score_func=<function f_classif> ,...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFdr.html
    Mon Apr 21 17:07:39 UTC 2025
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