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3.3. Tuning the decision threshold for class pr...
internal score found by cross-validation >>> model . best_score_ 0.86......point is addressed providing scores using predict_proba or decision_function...scikit-learn.org/stable/modules/classification_threshold.html -
SVM-Anova: SVM with univariate feature selectio...
import cross_val_score score_means = list () score_stds = list ()...) this_scores = cross_val_score ( clf , X , y ) score_means ....scikit-learn.org/stable/auto_examples/svm/plot_svm_anova.html -
Effect of varying threshold for self-training —...
predict ( X_test ) scores [ i , fold ] = accuracy_score ( y_test_true...x_values , scores . mean ( axis = 1 ), yerr = scores . std ( axis...scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
Reciprocal rank fusion | Elasticsearch Guide [8...
determine the score for ranking each document: score = 0.0 for q...the rrf scores would be: # doc | queryA | queryB | score _id: 1...www.elastic.co/guide/en/elasticsearch/reference/current/rrf.html -
Column Transformer with Mixed Types — scikit-le...
) print ( "model score: %.3f " % clf . score ( X_test , y_test...) print ( "model score: %.3f " % clf . score ( X_test , y_test...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
validation_curve — scikit-learn 1.5.2 documenta...
test scores for varying parameter values. Compute scores for an...train_scores array of shape (n_ticks, n_cv_folds) Scores on training...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
AdaBoostRegressor — scikit-learn 1.5.2 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.ensemble.AdaBoostRegressor.html -
2.7. Novelty and Outlier Detection — scikit-lea...
This scoring function is accessible through the score_samples...of a threshold on the raw scoring function computed by the estimator....scikit-learn.org/stable/modules/outlier_detection.html -
GenericUnivariateSelect — scikit-learn 1.5.2 do...
of feature scores, None if score_func returned scores only. n_features_in_...Attributes : scores_ array-like of shape (n_features,) Scores of features....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html -
Pipelining: chaining a PCA and a logistic regre...
parameter (CV score= %0.3f ):" % search . best_score_ ) print (...is_max_test_score = pl . col ( "mean_test_score" ) == pl . col...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html