Table 10.
Model | Classes | Accuracy (%) | Precision (%) | Sensitivity (%) | F1 Score (%) |
---|---|---|---|---|---|
Random Forest | BTT | 100 | 85.71 | 100 | 92.30 |
IDA | 88.57 | 92.86 | 76.47 | 83.87 | |
HbE | 96.55 | 85 | 97.14 | 90.66 | |
Combination | 90.91 | 100 | 40 | 57.14 | |
K-Nearest Neighbor | BTT | 89.70 | 83.34 | 83.34 | 83.34 |
IDA | 87.88 | 72.23 | 76.47 | 37.14 | |
HbE | 89.28 | 82.05 | 91.43 | 86.49 | |
Combination | 85.29 | 0 | 0 | 0 | |
Support Vector Machine | BTT | 96.61 | 85.71 | 54.54 | 66.61 |
IDA | 93.44 | 86.67 | 81.25 | 83.87 | |
HbE | 82.54 | 87.10 | 79.41 | 83.08 | |
Combination | 80.95 | 0 | 0 | 0 | |
Extreme Learning Machine | BTT | 100 | 100 | 100 | 100 |
IDA | 98.44 | 100 | 93.75 | 96.77 | |
HbE | 98.41 | 97.22 | 100 | 98.59 | |
Combination | 100 | 100 | 100 | 100 |