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Pipeline ANOVA SVM — scikit-learn 1.7.2 documen...
anova_svm [: - 1 ] . inverse_transform ( anova_svm [ - 1 ] . coef_...'squared_hinge' dual 'auto' tol 0.0001 C 1.0 multi_class 'ovr' fit_intercept...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection_pipeline.html -
make_union — scikit-learn 1.7.2 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 -
Release Highlights for scikit-learn 0.24 — scik...
been removed in version 1.2. From 1.2, use # PartialDependenceDis...scikit-learn 1.0 Release Highlights for scikit-learn 1.0 Release...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html -
Precision-Recall — scikit-learn 1.7.2 documenta...
1 , 2 ]) n_classes = Y . shape [ 1 ] # Split into...\(\text{AP} = \sum_n (R_n - R_{n-1}) P_n\) where \(P_n\) and \(R_n\)...scikit-learn.org/stable/auto_examples/model_selection/plot_precision_recall.html -
validate_data — scikit-learn 1.7.2 documentation
scikit-learn 1.6 Release Highlights for scikit-learn 1.6 On this...reset=True . Added in version 1.6. Parameters : _estimator estimator...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.validate_data.html -
check_scoring — scikit-learn 1.7.2 documentation
Added in version 1.6. Returns : scoring callable...return_X_y = True ) >>> y *= - 1 >>> clf = DecisionTreeClassifi...scikit-learn.org/stable/modules/generated/sklearn.metrics.check_scoring.html -
make_low_rank_matrix — scikit-learn 1.7.2 docum...
profile is: ( 1 - tail_strength ) * exp ( - 1.0 * ( i / effective_rank...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 Release...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_low_rank_matrix.html -
Model Complexity Influence — scikit-learn 1.7.2...
"tol" : 1e-1 , "n_iter_no_change" : 2 , },..."changing_param_values" : [ 0.05 , 0.1 , 0.2 , 0.35 , 0.5 ], "complexity_label"...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
resample — scikit-learn 1.7.2 documentation
1 , 1 , 1 , 1 , 1 ] >>> resample ( y , n_samples = 5 , replace...array([[1., 0.], [2., 1.], [1., 0.]]) >>> y array([0, 1, 0]) >>>...scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html -
FastICA — scikit-learn 1.7.2 documentation
The implementation is based on [1] . Read more in the User Guide...performed. Changed in version 1.3: The default value of whiten...scikit-learn.org/stable/modules/generated/sklearn.decomposition.FastICA.html