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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 -
RFECV — scikit-learn 1.7.0 documentation
score ( X , y , ** score_params ) [source] # Score using...5-fold. scoring str or callable, default=None Scoring method to...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
auc — scikit-learn 1.7.0 documentation
average_precision_score Compute average precision from prediction scores. p...the ROC-curve, see roc_auc_score . For an alternative way to...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html -
BaggingRegressor — scikit-learn 1.7.0 documenta...
oob_score_ float Score of the training dataset...Notes The \(R^2\) score used when calling score on a regressor uses...scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html -
Selecting the number of clusters with silhouett...
with below average silhouette scores and also due to wide fluctuations...= 2 The average silhouette_score is : 0.7049787496083262 For...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
ARDRegression — scikit-learn 1.7.0 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.ARDRegression.html -
TheilSenRegressor — scikit-learn 1.7.0 document...
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.TheilSenRegressor.html -
BayesianRidge — scikit-learn 1.7.0 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.BayesianRidge.html -
RegressorChain — scikit-learn 1.7.0 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.multioutput.RegressorChain.html -
Class Likelihood Ratios to measure classificati...
extract_score ( cross_validate ( estimator , X , y , scoring = scoring...extract_score ( cross_validate ( estimator , X , y , scoring = scoring...scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html