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Comparing randomized search and grid search for...
= 3 ): for i in range ( 1 , n_top + 1 ): candidates = np . flatnonzero...parameter settings. Model with rank: 1 Mean validation score: 0.993 (std:...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html -
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Comparing random forests and the multi-output m...
RandomState ( 1 ) X = np . sort ( 200 * rng . rand ( 600 , 1 ) - 100...( y_test [:, 0 ], y_test [:, 1 ], edgecolor = "k" ,...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
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Release Highlights for scikit-learn 0.23 —...
versionadded:: 1.0 .. versionchanged:: 1.6 `verbose_feature_names_out`..... versionadded:: 1.5 .. versionchanged:: 1.7 The default value...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_23_0.html -
Post-hoc tuning the cut-off point of decision f...
deprecated:: 1.8 `penalty` was deprecated in version 1.8 and will...with `0 = l1_ratio = 1`. Setting `l1_ratio=1` gives a pure L1-penalty,...scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html