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KMeans — scikit-learn 1.5.2 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.KMeans.html -
__sklearn_is_fitted__ as Developer API — scikit...
predictions def score ( self , X , y ): """ Calculate Score If the estimator...check_is_fitted ( self ) # Perform scoring logic return 0.5 def __sklearn_is_fitted__...scikit-learn.org/stable/auto_examples/developing_estimators/sklearn_is_fitted.html -
TransformedTargetRegressor — scikit-learn 1.5.2...
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.compose.TransformedTargetRegressor.html -
SelectPercentile — scikit-learn 1.5.2 documenta...
feature scores, None if score_func returned only scores. n_features_in_...arrays (scores, pvalues) or a single array with scores. Default...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectPercentile.html -
CCA — scikit-learn 1.5.2 documentation
Return x_scores if Y is not given, (x_scores, y_scores) otherwise....Return x_scores if Y is not given, (x_scores, y_scores) otherwise....scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html -
learning_curve — scikit-learn 1.5.2 documentation
train_scores array of shape (n_ticks, n_cv_folds) Scores on training...test_scores array of shape (n_ticks, n_cv_folds) Scores on test...scikit-learn.org/stable/modules/generated/sklearn.model_selection.learning_curve.html -
Clustering text documents using k-means — sciki...
} for score_name , score_values in scores . items (): mean_score...mean_score , std_score = np . mean ( score_values ), np . std...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html -
2.4. Biclustering — scikit-learn 1.5.2 document...
one-dimensional k-means and scored using the Euclidean distance....similarities into an overall score. To compare individual biclusters,...scikit-learn.org/stable/modules/biclustering.html -
Release Highlights for scikit-learn 0.24 — scik...
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 -
Gradient Boosting regression — scikit-learn 1.5...
test_score = np . zeros (( params [ "n_estimators"...staged_predict ( X_test )): test_score [ i ] = mean_squared_error (...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regression.html