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Bisecting K-Means and Regular K-Means Performan...
set_title ( f " { algorithm_name } : { n_clusters...scikit-learn.org/stable/auto_examples/cluster/plot_bisect_kmeans.html -
LeaveOneGroupOut — scikit-learn 1.7.0 documenta...
print ( f "Fold { i } :" ) ... print ( f " Train: index=...train_index ] } " ) ... print ( f " Test: index= { test_index }...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneGroupOut.html -
Sample pipeline for text feature extraction and...
) print ( f "Loading 20 newsgroups dataset...data_train . target_names ) print ( f " { len ( data_train . data )...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
Comparison of the K-Means and MiniBatchKMeans c...
2f s \n inertia: %f " % ( t_batch , k_means . inertia_..."train time: %.2f s \n inertia: %f " % ( t_mini_batch , mbk . inertia_...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
Comparison of kernel ridge and Gaussian process...
training_noisy_target ) print ( f "Fitting KernelRidge with default...training_noisy_target ) print ( f "Time for KernelRidge fitting:...scikit-learn.org/stable/auto_examples/gaussian_process/plot_compare_gpr_krr.html -
dcg_score — scikit-learn 1.7.0 documentation
F., & Najork, M. (2008, March)....scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html -
make_union — scikit-learn 1.7.0 documentation
Returns : f FeatureUnion A FeatureUnion object...scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_union.html -
Version 1.1 — scikit-learn 1.7.0 documentation
Fix Add support for F-contiguous arrays for estimators...model. Fix feature_selection.f_regression and feature_selection.r_regression...scikit-learn.org/stable/whats_new/v1.1.html -
Feature importances with a forest of trees — sc...
RandomForestClassifi feature_names = [ f "feature { i } " for i in range...time () - start_time print ( f "Elapsed time to compute the importances:...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html -
Image denoising using kernel PCA — scikit-learn...
f "Noisy test images \n MSE: { np...plot_digits ( X_reconstructed_pca , f "PCA reconstruction \n MSE: {...scikit-learn.org/stable/auto_examples/applications/plot_digits_denoising.html