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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