Table 6 Optimal values and Error Rates (third data set)
| Â | Â | Â | Error Rates | |
|---|---|---|---|---|
β | α | test% | training | testing |
15 | 5 | 10 | 4.78% | 7.06% |
15 | 6 | 10 | 4.78% | 8.74% |
15 | 6 | 20 | 3.30% | 10.64% |
15 | 5 | 20 | 10.52% | 17.73% |
average | Â | Â | 5.84% | 11.04% |
20 | 7 | 10 | 4.02% | 4.75% |
20 | 8 | 10 | 1.15% | 9.71% |
20 | 8 | 20 | 8.25% | 14.18% |
20 | 7 | 20 | 10.93% | 16.31% |
average | Â | Â | 6.08% | 11.23% |
25 | 10 | 10 | 0% | 3.78% |
25 | 10 | 10 | 1.53% | 8.74% |
25 | 10 | 20 | 1.24% | 7.80% |
25 | 10 | 20 | 1.65% | 5.67% |
average | Â | Â | 1.10% | 6.49% |