TABLE 1. Comparison of Multidimensional Scaling Analysis or MDS [17] and Proposed SVM-Based Method.
Proposed Method | MDS Approach | |
---|---|---|
Accuracy | 82.43 | 79.73 |
Precision | 0.82 | 0.73 |
F1 Score | 0.85 | 0.83 |
Recall | 0.88 | 0.97 |
True positives (TP) | 36 | 38 |
False positives (FP) | 8 | 14 |
False negatives (FN) | 5 | 1 |
True negatives (TN) | 25 | 21 |
Sensitivity (S) | 87.80 | 97.0 |
Specificity (E) | 83.33 | 60.0 |
True-Positive Rate | 87.80 | - |
False-Positive Rate | 24.2 | - |
False-Negative Rate | 0.07 | - |