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Custom refit strategy of a grid search with cro...
define the scores to select the best candidate. scores = [ "precision"...(), tuned_parameters , scoring = scores , refit = refit_strategy...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
GradientBoostingClassifier — scikit-learn 1.6.1...
train_score_ ndarray of shape (n_estimators,) The i-th score train_score_[i]...squared error with improvement score by Friedman, ‘squared_error’...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
CCA — scikit-learn 1.6.1 documentation
Return x_scores if Y is not given, (x_scores, y_scores) otherwise....Return x_scores if Y is not given, (x_scores, y_scores) otherwise....scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html -
plot_kmeans_digits.zip
homo homogeneity score compl completeness score v-meas V measure...metrics.homogeneity_score, metrics.completeness_score, metrics.v_measure_score,...scikit-learn.org/stable/_downloads/1393861b58df827d4c681b80a5be2472/plot_kmeans_digits.zip -
feature_selection.rst.txt
input a scoring function that returns univariate scores and p-values...provide a `score_func` where `y=None`. The `score_func` should...scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt -
TransformedTargetRegressor — scikit-learn 1.6.1...
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
RidgeClassifier — scikit-learn 1.6.1 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.RidgeClassifier.html -
LassoLarsCV — scikit-learn 1.6.1 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.html -
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 -
KernelRidge — scikit-learn 1.6.1 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html