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ARDRegression — scikit-learn 1.7.2 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 -
KernelRidge — scikit-learn 1.7.2 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 -
AdaBoostRegressor — scikit-learn 1.7.2 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 -
BaggingRegressor — scikit-learn 1.7.2 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 -
d2_tweedie_score — scikit-learn 1.7.2 doc...
[source] # \(D^2\) regression score function, fraction of Tweedie...deviance explained. Best possible score is 1.0 and it can be negative...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_tweedie_score.html -
NuSVR — scikit-learn 1.7.2 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...(n_samples,) The predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html -
SequentialFeatureSelector — scikit-learn ...
scoring str or callable, default=None Scoring method to..., direction = 'forward' , scoring = None , cv = 5 , n_jobs =...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.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 -
AdaBoostClassifier — scikit-learn 1.7.2 d...
score ( X , y ) 0.96 For a detailed...converted to CSR. Returns : score ndarray of shape of (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html