Table 10.
Results of not using LDA
| Approach | Sen | Spc | Prc | Acc | F1 | MCC | FMI |
|---|---|---|---|---|---|---|---|
| M0-NLDA | 89.46 ± 1.16 | 87.67 ± 1.02 | 87.89 ± 0.89 | 88.56 ± 0.73 | 88.66 ± 0.74 | 77.15 ± 1.47 | 88.67 ± 0.74 |
| M1-NLDA | 89.75 ± 1.81 | 89.46 ± 1.42 | 89.50 ± 1.26 | 89.60 ± 1.10 | 89.62 ± 1.14 | 79.23 ± 2.19 | 89.62 ± 1.14 |
| M2-NLDA | 91.54 ± 1.47 | 92.04 ± 1.74 | 92.02 ± 1.63 | 91.79 ± 1.26 | 91.77 ± 1.25 | 83.60 ± 2.52 | 91.78 ± 1.25 |
| M3-NLDA | 91.21 ± 0.75 | 91.50 ± 1.23 | 91.49 ± 1.12 | 91.35 ± 0.74 | 91.34 ± 0.71 | 82.72 ± 1.47 | 91.35 ± 0.71 |
| M4-NLDA | 92.17 ± 1.36 | 91.46 ± 1.41 | 91.53 ± 1.32 | 91.81 ± 1.11 | 91.84 ± 1.10 | 83.64 ± 2.22 | 91.84 ± 1.10 |
| M4-LDA | 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
M model, NLDA not using LDA