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 |