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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

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BMC Bioinformatics

ISSN: 1471-2105

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