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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