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GraphicalLassoCV — scikit-learn 1.7.0 documenta...
mean_test_score ndarray of shape (n_alphas,) Mean of scores over the...parameters explored. split(k)_test_score ndarray of shape (n_alphas,)...scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLassoCV.html -
Release Highlights for scikit-learn 1.5 — sciki...
) print ( f "Custom score: { custom_score ( y_test , classifier_05...) print ( f "Custom score: { custom_score ( y_test , tuned_classifier...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html -
Model Selection — scikit-learn 1.7.0 documentation
complexity and cross-validated score Balance model complexity and...and cross-validated score Class Likelihood Ratios to measure classification...scikit-learn.org/stable/auto_examples/model_selection/index.html -
L1 Penalty and Sparsity in Logistic Regression ...
69% Score with L1 penalty: 0.90 Score with Elastic-Net...penalty: 4.69% Score with L1 penalty: 0.90 Score with Elastic-Net...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html -
NearestCentroid — scikit-learn 1.7.0 documentation
Returns : y_scores ndarray of shape (n_samples,)...they are in self.classes_ . score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html -
Non-negative least squares — scikit-learn 1.7.0...
( "NNLS R2 score" , r2_score_nnls ) NNLS R2 score 0.8225220806196525...print ( "OLS R2 score" , r2_score_ols ) OLS R2 score 0.7436926291700354...scikit-learn.org/stable/auto_examples/linear_model/plot_nnls.html -
Post pruning decision trees with cost complexit...
train_scores = [ clf . score ( X_train , y_train...clf in clfs ] test_scores = [ clf . score ( X_test , y_test )...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
Release Highlights for scikit-learn 1.4 — sciki...
print ( f "ROC AUC score is { roc_auc_score ( y_test , y_decision...hyperparameter_grid , cv = inner_cv , scoring = scoring_inner_cv , ) outer_cv...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html -
Classification of text documents using sparse f...
3 } s" ) score = metrics . accuracy_score ( y_test , pred...it is more evident that the scores of the model trained with metadata...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html -
plot_kmeans_digits.ipynb
==========nhomo homogeneity score\ncompl completeness score\nv-meas V measure\nARI...metrics.homogeneity_score,\n metrics.completeness_score,\n metrics.v_measure_score,\n...scikit-learn.org/stable/_downloads/6bf322ce1724c13e6e0f8f719ebd253c/plot_kmeans_digits.ipynb