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3. Model selection and evaluation — scikit-lear...
Which scoring function should I use? 3.4.2. Scoring API overview...selection 3.1.5. Permutation test score 3.2. Tuning the hyper-parameters...scikit-learn.org/stable/model_selection.html -
label_ranking_average_precision_score — scikit-...
Returns : score float Ranking-based average precision score. Examples...vs. total labels with lower score. This metric is used in multilabel...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_average_precision_score.html -
Class Likelihood Ratios to measure classificati...
scoring = scoring , cv = 10 )) positive...( estimator , X , y , scoring = scoring , cv = 10 )) positive...scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html -
OrthogonalMatchingPursuitCV — scikit-learn 1.8....
Notes The \(R^2\) score used when calling score on a regressor uses...) . fit ( X , y ) >>> reg . score ( X , y ) 0.9991 >>> reg . n_nonzero_coefs_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
Effect of model regularization on training and ...
y_train ) print ( f "Test score: { enet . score ( X_test , y_test )...shows the training and test scores of the model for different...scikit-learn.org/stable/auto_examples/model_selection/plot_train_error_vs_test_error.html -
RegressorMixin — scikit-learn 1.8.0 documentation
score ( X , y ) 0.0 score ( X , y , sample_weight...Notes The \(R^2\) score used when calling score on a regressor uses...scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html -
ElasticNetCV — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...giving the best prediction score is used. Note that a good choice...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html -
MLPClassifier — scikit-learn 1.8.0 documentation
The score reported is the accuracy score. Only available...The best validation score (i.e. accuracy score) that triggered the...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html -
Perceptron — scikit-learn 1.8.0 documentation
confidence scores for samples. The confidence score for a sample...get the confidence scores. Returns : scores ndarray of shape (n_samples,)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html -
BayesianRidge — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...distribution of query points. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html