Optimal SVM parameter selection for non-separable and unbalanced datasets
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This article presents a study of three validation metrics used for the selection of optimal parameters of a support vector machine (SVM) classifier in the case of non-separable and unbalanced datasets. This situation is often encountered when the data is obtai... ...