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KernelRidge — scikit-learn 1.8.0 document...
Notes The \(R^2\) score used when calling score on a regressor uses...n_targets) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html -
ARDRegression — scikit-learn 1.8.0 docume...
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.ARDRegression.html -
BaggingRegressor — scikit-learn 1.8.0 doc...
Notes The \(R^2\) score used when calling score on a regressor uses...estimator. oob_score_ float Score of the training dataset obtained...scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html -
NearestCentroid — scikit-learn 1.8.0 docu...
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.neighbors.NearestCentroid.html -
3.2. Tuning the hyper-parameters of an estimato...
accuracy score is often uninformative), see Which scoring function...alternative scoring function can be specified via the scoring parameter...scikit-learn.org/stable/modules/grid_search.html -
Pipeline — scikit-learn 1.8.0 documentation
Returns : score float Result of calling score on the final...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.88 >>>...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
GradientBoostingRegressor — scikit-learn ...
Notes The \(R^2\) score used when calling score on a regressor uses...squared error with improvement score by Friedman, “squared_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html -
SelectKBest — scikit-learn 1.8.0 document...
arrays (scores, pvalues) or a single array with scores. Default...feature scores, None if score_func returned only scores. n_features_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.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 -
StackingRegressor — scikit-learn 1.8.0 do...
Notes The \(R^2\) score used when calling score on a regressor uses...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.3... fit...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html