| Parameters | Training-Validation-Testing (70% - 15% - 15%) | Training-Validation-Testing (50% - 25% - 25%) | |||||
| Linear | Polynomial | RBF | Linear | Polynomial | RBF | ||
| C | - | 6 | 2 | - | 6 | 3 | |
| g | - | - | 3 | - | - | 3 | |
| Training Optimization Time (s) | 0.01 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | |
| Number of Training Dataset | 107 | 107 | 107 | 76 | 76 | 76 | |
| Number of Misclassification (Training) | 5 | 2 | 1 | 3 | 2 | 1 | |
| Number of Test Dataset | 48 | 48 | 48 | 79 | 79 | 79 | |
| Number of Misclassification (Test) | 2 | 1 | 1 | 5 | 3 | 3 | |
| Training Dataset CDR | 95.32% | 98.13% | 99.07% | 96.05% | 97.37% | 98.68% | |
| Test Dataset CDR | 95.83% | 97.92% | 97.92% | 93.67% | 96.20% | 96.20% | |
| Overall CDR | 95.48% | 98.06% | 98.71% | 94.84% | 96.77% | 97.42% | |
| Specificity | 100.0% | 97.1% | 99.0% | 99.0% | 95.2% | 97.1% | |
| Sensitivity | 86.0% | 100.0% | 98.0% | 86.0% | 100.0% | 98.0% | |