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Table 5 Comparison of performance under different feature selection on training set

From: Hot spot prediction in protein-protein interactions by an ensemble system

Data sets

ACC

SPE

RECALL

PRE

F1

MCC

Our method

0.9402

0.9627

0.9078

0.9426

0.9247

0.8759

Hu’s feature selection

0.9262

0.8959

0.9918

0.8174

0.8956

0.8494