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CalibratedClassifierCV — scikit-learn 1.7...
2 ] Transforming Classifier Scores into Accurate Multiclass Probability...n_classes) The predicted probas. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
3.3. Tuning the decision threshold for class pr...
point is addressed by providing scores using predict_proba or decision_function...the latter returns a decision score for each class. The decision...scikit-learn.org/stable/modules/classification_threshold.html -
CategoricalNB — scikit-learn 1.7.2 docume...
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.CategoricalNB.html -
det_curve — scikit-learn 1.7.2 documentation
) Target scores, can either be probability...classifiers). For decision_function scores, values greater than or equal...scikit-learn.org/stable/modules/generated/sklearn.metrics.det_curve.html -
Recursive feature elimination with cross-valida...
the cross-validated scores. The scoring strategy “accuracy” optimizes...clf , step = 1 , cv = cv , scoring = "accuracy" , m...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
SelectFwe — scikit-learn 1.7.2 documentation
returning a pair of arrays (scores, pvalues). Default is f_classif...array-like of shape (n_features,) Scores of features. pvalues_ array-like...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFwe.html -
SelectFdr — scikit-learn 1.7.2 documentation
returning a pair of arrays (scores, pvalues). Default is f_classif...array-like of shape (n_features,) Scores of features. pvalues_ array-like...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFdr.html -
Semi-supervised Classification on a Text Datase...
training set: 0 Micro-averaged F1 score on test set: 0.885 ----------...training set: 0 Micro-averaged F1 score on test set: 0.773 ----------...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
ClassifierMixin — scikit-learn 1.7.2 docu...
score ( X , y ) 0.66... score ( X , y , sample_weight...through the estimator_type tag; score method that default to accuracy_score...scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html -
RANSACRegressor — scikit-learn 1.7.2 docu...
score(X, y) : Returns the mean accuracy...stop_score . Additionally, the score is used to decide which of two...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html