Table 3 Comparison of the prediction accuracies (%) of BY-kinase predictors
Classifier | Training accuracy | Test accuracy | Specificity | Sensitivity |
|---|---|---|---|---|
SVM/DPC | 97.27% | 95.76% | 95.28% | 96.23% |
SVM/AAC | 96.07% | 95.13% | 96.57% | 93.72% |
SVM/AA-index | 94.56% | 94.07% | 94.85% | 93.31% |
J48/DPC | 80.94% | 82.63% | 83.70% | 81.50% |
J48/AAC | 86.48% | 89.62% | 87.00% | 92.30% |
J48/AA-index | 88.75% | 88.35% | 90.40% | 86.30% |
NB/DPC | 84.85% | 86.23% | 86.20% | 86.30% |
NB/AAC | 77.22% | 78.18% | 67.80% | 88.80% |
NB/AA-index | 76.50% | 71.19% | 90.00% | 51.90% |
SCMBYK | 97.55% | 96.73% | 98.00% | 96.00% |