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Table 2 The performance comparison using different machine learning methods

From: Prediction of protein–protein interaction sites by means of ensemble learning and weighted feature descriptor

Dataset

Classifier

Acc

Rec

Pre

F

MCC

Hetero

J48

88.29

83.29

83.69

83.49

0.7441

RF

76.15

43.25

80.7

56.32

0.4576

EL-WFD

93.11

83.83

96.3

89.63

0.8497

Homo

J48

87.97

81.51

80.62

81.06

0.7224

RF

79.46

82.42

44.46

57.76

0.4956

EL-WFD

93.99

84.19

96.34

89.86

0.8601

  1. Acc Accuracy, Rec Recall, Pre Precision, F F-measure, MCC Mathews correlation coefficient
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Journal of Biological Research-Thessaloniki

ISSN: 2241-5793

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