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Ridge — scikit-learn 1.6.1 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html -
GraphicalLassoCV — scikit-learn 1.6.1 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 -
A demo of the Spectral Biclustering algorithm —...
"consensus score: { score : .1f } " ) consensus score: 1.0 The...sets of biclusters score = consensus_score ( model . biclusters_...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html -
ClassifierMixin — scikit-learn 1.6.1 documentation
estimator_type tag; score method that default to accuracy_score . enforce...>>> estimator . score ( X , y ) 0.66... score ( X , y , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.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 -
NearestCentroid — scikit-learn 1.6.1 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 -
det_curve — scikit-learn 1.6.1 documentation
y_score ndarray of shape of (n_samples,) Target scores, can...sklearn.metrics. det_curve ( y_true , y_score , pos_label = None , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.metrics.det_curve.html -
Demo of affinity propagation clustering algorit...
homogeneity_score ( labels_true , labels )) print..." % metrics . completeness_score ( labels_true , labels )) print...scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html -
Underfitting vs. Overfitting — scikit-learn 1.6...
using crossvalidation scores = cross_val_score ( pipeline , X [:,...( degrees [ i ], - scores . mean (), scores . std () ) ) plt ....scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html