Table 4 Modification of the random state to conduct an ablation study, where the sign (✓) and (✘) refer to the identical and dropped accuracy, respectively.
Case study | Random state | ALL features | FI features | IG features | Acceptability |
|---|---|---|---|---|---|
2 | 5 | 88.9 | 92.5 | 90.12 | ✘ |
10 | 89.74 | 93.67 | 92.40 | ✓ | |
15 | 88.75 | 92.59 | 88.75 | ✘ | |
20 | 88.9 | 91.25 | 90 | ✘ | |
25 | 88.75 | 92.5 | 91.25 | ✘ | |
30 | 90 | 91.25 | 92.59 | ✘ | |
35 | 88.75 | 91.25 | 90 | ✘ | |
40 | 89.74 | 90 | 89.74 | ✘ |
