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LatentDirichletAllocation — scikit-learn ...
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 -
Release Highlights for scikit-learn 0.24 —...
the one that has the highest score on the last iteration. Read...based on a cross-validated score maximization. See the User Guide...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html -
Permutation Importance with Multicollinear or C...
score ( X_test , y_test ) : .2 } "..."Decrease in accuracy score" ) fig . suptitle ( "Impurity-based...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Effect of transforming the targets in regressio...
) # Add the score in the legend of each axis for...y_pred_ridge_with_trans_target ]): for name , score in compute_score ( y_test ,...scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html -
Shrinkage covariance estimation: LedoitWolf vs ...
score ( X_test ) for s in shrinkages...loglik_lw = lw . fit ( X_train ) . score ( X_test ) # OAS coefficient...scikit-learn.org/stable/auto_examples/covariance/plot_covariance_estimation.html -
Monotonic Constraints — scikit-learn 1.7....
early_stopping 'auto' scoring 'loss' val...early_stopping 'auto' scoring 'loss' val...scikit-learn.org/stable/auto_examples/ensemble/plot_monotonic_constraints.html -
GraphicalLassoCV — scikit-learn 1.7.2 doc...
) Log-likelihood score on left-out data across (k)th...of shape (n_alphas,) Mean of scores over the folds. Added in version...scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLassoCV.html -
ClassifierChain — scikit-learn 1.7.2 docu...
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 -
adjusted_mutual_info_score — scikit-learn...
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 -
ComplementNB — scikit-learn 1.7.2 documen...
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