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Lasso on dense and sparse data — scikit-learn 1...
y ) print ( f "Sparse Lasso done in { ( time...dense_lasso . fit ( X , y ) print ( f "Dense Lasso done in { ( time...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html -
Statistical comparison of models using grid sea...
AUC scores across folds print ( f "Correlation of models: \n { model_scores..., n_train , n_test ) print ( f "Corrected t-value: { t_stat :...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html -
sklearn.feature_selection — scikit-learn 1.7.2 ...
f_classif Compute the ANOVA F-value for the provided...provided sample. f_regression Univariate linear regression tests...scikit-learn.org/stable/api/sklearn.feature_selection.html -
Permutation Importance vs Random Forest Feature...
print ( f "RF train accuracy: { rf . score...y_train ) : .3f } " ) print ( f "RF test accuracy: { rf . score...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
Post-tuning the decision threshold for cost-sen...
the business metric: print ( f "Business defined metric: { scoring...( X_train , y_train ) print ( f " { tuned_model . best_threshold_...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
Biclustering documents with the Spectral Co-clu...
print ( f "categories : { cat_string } " ) print ( f "words :...cocluster . row_labels_ print ( f "Done in { time () - start_time...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
Release Highlights for scikit-learn 1.5 — sciki...
5" ) print ( f "Custom score: { custom_score...custom_scorer ) . fit ( X , y ) print ( f "Tuned decision threshold: { tuned_classifier...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html -
LeaveOneOut — scikit-learn 1.7.2 documentation
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.LeaveOneOut.html -
PredefinedSplit — scikit-learn 1.7.2 documentation
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.PredefinedSplit.html -
Install Elasticsearch with a Debian package | E...
the journal: sudo journalctl -f To list journal entries for the...www.elastic.co/docs/deploy-manage/deploy/self-managed/install-elasticsearch-with-debian-package