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RFE — scikit-learn 1.8.0 documentation
Returns : score float Score of the underlying base...sparse csr_matrix . Returns : score array, shape = [n_samples, n_classes]...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html -
A demo of the Spectral Co-Clustering algorithm ...
print ( "consensus score: {:.3f} " . format ( score )) fit_data =...found the biclusters. consensus score: 1.000 # Authors: The scikit-learn...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html -
Post-hoc tuning the cut-off point of decision f...
scoring = scoring , cv = cv , return_train_score...tuned_model , data , target , scoring = scoring , cv = cv , return_train_score...scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html -
Crafting a minimal reproducer for scikit-learn ...
score ( X_test , y_test ) other_score = gbdt . score ( X_test...gbdt . score ( X_test , y_test ) other_score = gbdt . score ( X_test...scikit-learn.org/stable/developers/minimal_reproducer.html -
LatentDirichletAllocation — scikit-learn 1.8.0 ...
Returns : score float Perplexity score. score ( X , y = None...Returns : score float Use approximate bound as score. set_output...scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html -
ClassifierChain — scikit-learn 1.8.0 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.multioutput.ClassifierChain.html -
v_measure_score — scikit-learn 1.8.0 documentation
This score is identical to normalized_mutual_info_score...label values won’t change the score value in any way. This metric...scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html -
adjusted_mutual_info_score — scikit-learn 1.8.0...
the Mutual Information (MI) score to account for chance. It accounts...label values won’t change the score value in any way. This metric...scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_mutual_info_score.html -
BisectingKMeans — scikit-learn 1.8.0 documentation
score ( X , y = None , sample_weight...assigned equal weight. Returns : score float Opposite of the value...scikit-learn.org/stable/modules/generated/sklearn.cluster.BisectingKMeans.html -
ComplementNB — scikit-learn 1.8.0 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html