multiple pipelines entailing combinations of five state-of-the-art data-balancing techniques (Synthetic Minority Oversampling …

compared, in particular, data balancing methods. Nine machine learning algorithms are implemented, in addition five data … balancing methods (random oversampling, SMOTE, ADASYN, random undersampling, and near miss) were applied to classification tasks …