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Table 1 Performance comparison between ESC and five existing classifiers

From: Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approach

Method ACC SEN SPE PRE F1 MCC AUC
RF 0.683 0.696 0.684 0.687 0.669 0.374 0.758
SVM 0.685 0.673 0.695 0.670 0.665 0.366 0.793
CatBoost 0.722 0.731 0.726 0.734 0.721 0.455 0.806
GTB 0.711 0.743 0.733 0.718 0.705 0.468 0.816
EVC 0.725 0.741 0.721 0.699 0.694 0.446 0.826
ECS 0.783 0.795 0.753 0.784 0.782 0.562 0.833