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Table 3 Performance of different methods on the test set

From: Prediction of hot spots in protein–DNA binding interfaces based on supervised isometric feature mapping and extreme gradient boosting

Method SEN SPE PRE F1 ACC MCC AUC
SAMPDI 0.654 0.658 0.567 0.607 0.656 0.307 0.690
PremPDI 0.577 0.737 0.600 0.588 0.672 0.316 0.708
mCSM-NA 0.538 0.737 0.583 0.560 0.656 0.279 0.661
PrPDH 0.692 0.816 0.720 0.706 0.766 0.511 0.764
sxPDH 0.707 0.819 0.721 0.713 0.768 0.508 0.773
  1. The highest value in each column is shown in bold