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3.2. Tuning the hyper-parameters of an estimato...
be specified as a list of strings of predefined scores names...must be set to the metric (string) for which the best_params_...scikit-learn.org/stable/modules/grid_search.html -
Feature transformations with ensembles of trees...
models Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/ensemble/plot_feature_transformation.html -
Comparing different clustering algorithms on to...
structure Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/cluster/plot_cluster_comparison.html -
Label Propagation digits: Demonstrating perform...
agglomeration Gallery generated by Sphinx-Gallery On this page This Page...true_labels = y [ unlabeled_set ] print ( "Label Spreading model: %d...scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_digits.html -
Hierarchical clustering: structured vs unstruct...
datasets Gallery generated by Sphinx-Gallery On this page This Page...import AgglomerativeCluster print ( "Compute unstructured hierarchical...scikit-learn.org/stable/auto_examples/cluster/plot_ward_structured_vs_unstructured.html -
Plot individual and voting regression predictio...
estimator Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_regressor.html -
Pipeline ANOVA SVM — scikit-learn 1.7.2 documen...
Selection Gallery generated by Sphinx-Gallery This Page Download...anova_svm . predict ( X_test ) print ( classification_report ( y_test...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection_pipeline.html -
Gaussian Mixture Model Ellipsoids — scikit-lear...
Selection Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/mixture/plot_gmm.html -
Fitting an Elastic Net with a precomputed Gram ...
regression Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_... -
Lasso on dense and sparse data — scikit-learn 1...
cross-validation Gallery generated by Sphinx-Gallery On this page This Page...sparse_lasso . fit ( X_sp , y ) print ( f "Sparse Lasso done in {...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html