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SelectPercentile — scikit-learn 1.8.0 documenta...
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.SelectPercentile.html -
AdaBoostRegressor — scikit-learn 1.8.0 document...
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-learn 1.8...
y_train ) scores = - np . log10 ( selector . pvalues_ ) scores /= scores...0.45 , scores , width = 0.2 , label = r "Univariate score ($-Log(p_...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection.html -
MLPRegressor — scikit-learn 1.8.0 documentation
The score reported is the R2 score. Only available...The best validation score (i.e. R2 score) that triggered the...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
Semi-supervised Classification on a Text Datase...
model performance and return F1 score""" print ( f " Number of training...print ( f " Micro-averaged F1 score on test set: { f1 : .3f } "...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
LassoLarsCV — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...) . fit ( X , y ) >>> reg . score ( X , y ) 0.9993 >>> reg . alpha_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.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 -
ARDRegression — 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.ARDRegression.html -
KernelRidge — scikit-learn 1.8.0 documentation
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 -
BaggingRegressor — scikit-learn 1.8.0 documenta...
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