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classification_report — scikit-learn 1.8.0 docu...
F1 score for each class. Dictionary returned...0.5 , 'recall' : 1.0 , 'f1-score' : 0.67 , 'support' : 1 }, 'label...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
f_regression — scikit-learn 1.8.0 documentation
)) It is converted to an F score and then to a p-value. f_regression...features based on the k highest scores. SelectFpr Select features...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html -
KMeans — 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.KMeans.html -
Model selection with Probabilistic PCA and Fact...
label = "PCA scores" ) plt . plot ( n_components...fa_scores , "r" , label = "FA scores" ) plt . axvline ( rank , color...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html -
Post pruning decision trees with cost complexit...
ccp_alpha based on validation scores. See also Minimal Cost-Complexity...accuracy. train_scores = [ clf . score ( X_train , y_train ) for clf...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
Release Highlights for scikit-learn 1.7 — sciki...
23 'auto' scoring scoring: str or callable or None,...versionadded:: 0.23 'auto' scoring scoring: str or callable or None,...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_7_0.html -
get_scorer — scikit-learn 1.8.0 documentation
Parameters : scoring str, callable or None Scoring method as string....sklearn.metrics. get_scorer ( scoring ) [source] # Get a scorer from...scikit-learn.org/stable/modules/generated/sklearn.metrics.get_scorer.html -
MiniBatchKMeans — 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.MiniBatchKMeans.html -
SVM-Anova: SVM with univariate feature selectio...
improve the classification scores. We use the iris dataset (4...) Plot the cross-validation score as a function of percentile...scikit-learn.org/stable/auto_examples/svm/plot_svm_anova.html -
Label Propagation digits: Active learning — sci...
total) precision recall f1-score support 0 1.00 1.00 1.00 22...total) precision recall f1-score support 0 1.00 1.00 1.00 22...scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_digits_active_learni...