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BayesianRidge — scikit-learn 1.7.2 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.BayesianRidge.html -
Elastic changes the SIEM game with AI-driven se...
and user risk scores, asset criticality scores, alert severities,...consideration severity, risk scores, asset criticality, and more....www.elastic.co/blog/ai-driven-security-analytics -
TheilSenRegressor — scikit-learn 1.7.2 document...
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.TheilSenRegressor.html -
MLPRegressor — scikit-learn 1.7.2 documentation
validation_scores_ list of shape ( n_iter_ ,) or None The score at each...validation set. The score reported is the R2 score. Only available...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
RegressorChain — scikit-learn 1.7.2 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.multioutput.RegressorChain.html -
Categorical Feature Support in Gradient Boostin...
scoring = scoring ) one_hot_result = cross_validate...y , cv = n_cv_folds , scoring = scoring ) ordinal_result = cross_validate...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_categorical.html -
auc — scikit-learn 1.7.2 documentation
average_precision_score Compute average precision from prediction scores. p...the ROC-curve, see roc_auc_score . For an alternative way to...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html -
coverage_error — scikit-learn 1.7.2 documentation
y_score , * , sample_weight = None )...need to go through the ranked scores to cover all true labels. The...scikit-learn.org/stable/modules/generated/sklearn.metrics.coverage_error.html -
L1-based models for Sparse Signals — scikit-lea...
predict ( X_test ) r2_score_lasso = r2_score ( y_test , y_pred_lasso...predict ( X_test ) r2_score_ard = r2_score ( y_test , y_pred_ard...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_and_elasticnet.html -
Post-hoc tuning the cut-off point of decision f...
scoring = scoring , cv = cv , return_train_score = True...target , scoring = scoring , cv = cv , return_train_score = True...scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html