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cross_validation.rst.txt
>>> scores = cross_val_score(clf, X, y, cv=5) >>> scores array([0.96,...>>> scores = cross_val_score( ... clf, X, y, cv=5, scoring='f1_macro')...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
HistGradientBoostingRegressor — scikit-learn 1....
train_score_ ndarray, shape (n_iter_+1,) The scores at each...iteration. Scores are computed according to the scoring parameter....scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
Plot classification probability — scikit-learn ...
import accuracy_score , log_loss , roc_auc_score from sklearn.model_selection...accuracy_score ( y_test , y_pred ) roc_auc_test = roc_auc_score ( y_test...scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html -
plot_kmeans_digits.rst.txt
homo homogeneity score compl completeness score v-meas V measure...metrics.homogeneity_score, metrics.completeness_score, metrics.v_measure_score,...scikit-learn.org/stable/_sources/auto_examples/cluster/plot_kmeans_digits.rst.txt -
MLPRegressor — scikit-learn 1.7.0 documentation
validation_scores_ list of shape ( n_iter_ ,) or None The score at each...validation set. The score reported is the R2 score. Only available...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
sklearn.metrics — scikit-learn 1.7.0 documentation
accuracy_score Accuracy classification score. auc Compute...from prediction scores. balanced_accuracy_score Compute the balanced...scikit-learn.org/stable/api/sklearn.metrics.html -
Categorical Feature Support in Gradient Boostin...
scoring = scoring ) one_hot_result = cross_validate...y , cv = n_cv_folds , scoring = scoring ) ordinal_result = cross_validate...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_categorical.html -
Biclustering documents with the Spectral Co-clu...
( axis = 0 ) ) word_scores = word_scores . ravel () important_words...sklearn.metrics.cluster import v_measure_score def number_normalizer ( tokens...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
SequentialFeatureSelector — scikit-learn 1.7.0 ...
scoring str or callable, default=None Scoring method to..., direction = 'forward' , scoring = None , cv = 5 , n_jobs =...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
L1-based models for Sparse Signals — scikit-lea...
predict ( X_test ) r2_score_lasso = r2_score ( y_test , y_pred_lasso...predict ( X_test ) r2_score_ard = r2_score ( y_test , y_pred_ard...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_and_elasticnet.html