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Table 3 Performance of the classifier depending on the SVM classification thresholds applied when using groups highly populated in disease mutations only

From: Prioritization of pathogenic mutations in the protein kinase superfamily

SVM threshold Accuracy (%) Precision (%) Recall (%) MCC
-1.000 71.5 51.4 88.9 0.6
-0.750 77.0 61.7 81.5 0.6
-0.500 76.8 64.7 73.3 0.5
-0.250 79.4 68.1 69.9 0.5
0.000 71.6 60.7 56.3 0.4
  1. Performance of the classifier depending on the SVM classification thresholds applied when using groups highly populated in disease mutations only.