Table 2.
Parameter setting for five datasets.
| Dataset | k | k soma | θ soma | M | η | No. of iterations | No. of samples | |
|---|---|---|---|---|---|---|---|---|
| Training | Testing | |||||||
| WBCD | 1 | 10 | 0.5 | 45 | 0.01 | 1000 | 478 | 205 |
| BUPA | 3 | 10 | 0.5 | 10 | 0.005 | 2000 | 242 | 103 |
| IONO | 3 | 10 | 0.5 | 34 | 0.001 | 1000 | 246 | 105 |
| PIMA | 3 | 10 | 0.5 | 25 | 0.001 | 1000 | 538 | 230 |
| VOTE | 3 | 10 | 0.5 | 30 | 0.001 | 1000 | 162 | 70 |