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Area under the receiver operating characteristic curve (AUROC) for reference model (MV+LR: 0.865) (red) and for best model (TRD+SVM: 0.975) (blue). The performance increase is attributable to the combined effects of adding trend analysis and using the SVM algorithm. Performance suffered if either change was made in isolation.
