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AdaBoostRegressor — scikit-learn 1.8.0 do...
Notes The \(R^2\) score used when calling score on a regressor uses...array([4.7972]) >>> regr . score ( X , y ) 0.9771 For a detailed...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostRegressor.html -
Univariate Feature Selection — scikit-lea...
y_train ) scores = - np . log10 ( selector . pvalues_ ) scores /= scores...selection with F-test for feature scoring. We use the default selection...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection.html -
A demo of the Spectral Biclustering algorithm &...
"consensus score: { score : .1f } " ) consensus score: 1.0 The...similarity of two sets of biclusters score = consensus_score ( model ....scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html -
fowlkes_mallows_score — scikit-learn 1.8....
Returns : score float The resulting Fowlkes-Mallows score. References...but not in labels_pred ). The score ranges from 0 to 1. A high value...scikit-learn.org/stable/modules/generated/sklearn.metrics.fowlkes_mallows_score.html -
Model Selection — scikit-learn 1.8.0 docu...
complexity and cross-validated score Balance model complexity and...and cross-validated score Class Likelihood Ratios to measure classification...scikit-learn.org/stable/auto_examples/model_selection/index.html -
ClassifierMixin — scikit-learn 1.8.0 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 -
plot_hgbt_regression.py
training if the validation score does not # improve (or degrades)..."categorical_features": None, "scoring": "neg_root_mean_squared_error",...scikit-learn.org/stable/_downloads/d108f2283ac3905eb623b32d42217a2b/plot_hgbt_regression.py -
GradientBoostingClassifier — scikit-learn...
squared error with improvement score by Friedman, ‘squared_error’...terminate training when validation score is not improving. By default...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
FixedThresholdClassifier — scikit-learn 1...
predict_proba ) or decision scores (i.e. output of decision_function...predict_proba ) or decision scores (i.e. output of decision_function...scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html -
OrthogonalMatchingPursuitCV — scikit-lear...
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 0.9991 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html