Table 3 Results of performance metrics for dominance classification
Time | Classifier | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|---|---|
0 to 15 s | SVM | 64.53 | 64.52 | 100 | 78.09 |
LR | 64.30 | 64.42 | 97.00 | 77.42 | |
DT | 50.62 | 68.73 | 37.50 | 47.87 | |
KNN | 59.33 | 67.93 | 70.02 | 69.47 | |
LDA | 57.81 | 57.48 | 99.09 | 72.78 | |
15 to 30 s | SVM | 67.65 | 67.65 | 100 | 80.07 |
LR | 68.36 | 69.56 | 96.95 | 81.01 | |
DT | 65.01 | 70.58 | 85.54 | 77.30 | |
KNN | 63.59 | 70.20 | 83.05 | 76.86 | |
LDA | 67.5 | 67.77 | 99.06 | 80.05 | |
30 to 45 s | SVM | 67.18 | 67.72 | 99.55 | 77.66 |
LR | 68.08 | 69.66 | 96.85 | 80.85 | |
DT | 67.84 | 71.20 | 97.50 | 79.99 | |
KNN | 62.64 | 69.85 | 81.69 | 75.31 | |
LDA | 66.56 | 67.35 | 98.96 | 79.88 | |
45 to 60 s | SVM | 66.25 | 67.30 | 100 | 79.62 |
LR | 67.73 | 69.47 | 94.94 | 80.22 | |
DT | 71.73 | 69.73 | 98.40 | 82.17 | |
KNN | 63.12 | 68.03 | 86.45 | 76.14 | |
LDA | 66.67 | 67.40 | 98.34 | 79.99 |