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Table 2 Results for SVMs trained on a subset of features

From: Prediction of hot spot residues at protein-protein interfaces by combining machine learning and energy-based methods

Method

Precision

Recall

F1 score

MCC

SVM-sc

0.47 ± 0.02

0.64 ± 0.03

0.54 ± 0.02

0.38 ± 0.02

SVM-env

0.43 ± 0.03

0.72 ± 0.05

0.54 ± 0.03

0.37 ± 0.04

  1. SVM-sc: only side chains terms included; SVM-env: only environment terms included.
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BMC Bioinformatics

ISSN: 1471-2105

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