Table 8.
Model comparison (with LDA)
Approach | Sen | Spc | Prc | Acc | F1 | MCC | FMI |
---|---|---|---|---|---|---|---|
Model-0 | 90.54 ± 0.90 | 91.58 ± 1.65 | 91.51 ± 1.55 | 91.06 ± 1.05 | 91.02 ± 1.01 | 82.14 ± 2.10 | 91.02 ± 1.01 |
Model-1 | 91.71 ± 2.06 | 91.96 ± 0.94 | 91.94 ± 0.95 | 91.83 ± 1.28 | 91.81 ± 1.35 | 83.68 ± 2.55 | 91.82 ± 1.35 |
Model-2 | 93.58 ± 1.66 | 92.54 ± 1.34 | 92.63 ± 1.22 | 93.06 ± 1.09 | 93.10 ± 1.10 | 86.15 ± 2.17 | 93.10 ± 1.10 |
Model-3 | 92.83 ± 1.53 | 93.54 ± 1.39 | 93.50 ± 1.37 | 93.19 ± 1.29 | 93.16 ± 1.31 | 86.38 ± 2.57 | 93.16 ± 1.31 |
Model-4 | 94.08 ± 1.22 | 93.58 ± 1.49 | 93.63 ± 1.37 | 93.83 ± 0.96 | 93.85 ± 0.94 | 87.68 ± 1.91 | 93.85 ± 0.94 |
Bold means the best