Table 6.
Success rates after feature reduction
| Dataset | Distance | #Features | Accuracy |
|---|---|---|---|
| Dataset 1 | d = 1 | 72 | 92.50 |
| d = 2 | 69 | 90.83 | |
| d = 3 | 65 | 96.67 | |
| d = 4 | 59 | 96.67 | |
| d = 5 | 60 | 95.83 | |
| d = 6 | 60 | 95.00 | |
| d = 7 | 54 | 95.83 | |
| Dataset 2 | d = 1 | 29 | 90.83 |
| d = 2 | 26 | 91.94 | |
| d = 3 | 25 | 92.78 | |
| d = 4 | 27 | 93.89 | |
| d = 5 | 24 | 93.89 | |
| d = 6 | 21 | 92.22 | |
| d = 7 | 20 | 92.50 |
Bold values indicate the highest and lowest performances