Table 11.
For each implemented method, size of selected group, mean Dice index (evaluated using Näive Bayes Classifier), and related σ are shown.
Method | Size of selected group | Dice index |
---|---|---|
Original dataset | 315 | 0.69 ± 0.04 |
PCA selection | 197 | 0.62 ± 0.07 |
K-S selection | 57 | 0.67 ± 0.04 |
Forward selection | 36 | 0.75 ± 0.02 |
Backward elimination | 23 | 0.75 ± 0.02 |
Random Forest | 222 | 0.69 ± 0.04 |