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Table 2 Cross-validation results of models based on all features and the features selected by only decision tree, only sequential forward selection, and our two-step feature selection process

From: iPNHOT: a knowledge-based approach for identifying protein-nucleic acid interaction hot spots

Models

REC

PRE

SPE

ACC

F1 score

MCC

iPNHOT

0.628

0.750

0.913

0.829

0.684

0.572

DTmodel

0.570

0.681

0.889

0.795

0.620

0.485

SFSmodel

0.709

0.763

0.908

0.850

0.735

0.631

AFmodel

0.442

0.567

0.860

0.737

0.497

0.327