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Table 4 Performance comparison between our method with four existing methods on the benchmark dataset

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

Method ACC SEN SPE PRE F1 MCC AUC
PreHots 0.789 0.813 0.801 0.785 0.784 0.597 0.868
PrPDH 0.683 0.667 0.700 0.690 0.678 0.367 0.779
PremPDI 0.756 0.711 0.800 0.780 0.744 0.513 0.790
mCSM-NA 0.461 0.056 0.867 0.284 0.093 -0.133 0.314
SAMPDI 0.544 0.444 0.644 0.556 0.494 0.091 0.522