Skip to main content

Table 1 Performance of the classifier depending on the SVM classification thresholds applied using all kinase groups

From: Prioritization of pathogenic mutations in the protein kinase superfamily

SVM threshold Accuracy (%) Precision (%) Recall (%) F-score MCC
-1.00 74.3 46.5 89.1 61.1 0.6
-0.75 80.9 56.1 79.8 65.9 0.6
-0.5 83.3 60.0 75.2 66.7 0.6
-0.25 80.6 60.0 66.1 62.9 0.5
0.00 82.3 58.6 47.2 52.3 0.4
  1. Performance of the classifier depending on the SVM classification thresholds applied using all kinase groups.