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. 2018 Nov 27;9:585. doi: 10.3389/fgene.2018.00585

Table 5.

Performance of the models on the validation sets.

Model Using SMOTE over-sampling
ACC SE SP MCC AUC
WDI/ACD 0.9014 0.7683 0.9191 0.6014 0.9271
MDDR/ZINC 0.9025 0.9012 0.9036 0.8043 0.9669
WORLD/ZINC 0.9800 0.7544 0.9838 0.5690 0.9707