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Table 5 Performance comparison between our method with four existing methods on the independent dataset

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

Method ACC SEN SPE PRE F1 MCC AUC
PreHots 0.788 0.818 0.766 0.711 0.761 0.576 0.820
PrPDH 0.600 0.545 0.638 0.514 0.529 0.182 0.628
PremPDI 0.463 0.333 0.553 0.344 0.338 -0.114 0.411
mCSM-NA 0.563 0.121 0.872 0.400 0.186 -0.010 0.472
SAMPDI 0.545 0.272 0.727 0.400 0.324 0.000 0.525