Table 2 Optimal values and Error Rates (first data set)
| Â | Â | Â | Error Rates | |
|---|---|---|---|---|
β | α | test% | training | testing |
10 | 4 | 10 | 8.02% | 17.00% |
10 | 4 | 10 | 10.14% | 20.00% |
10 | 4 | 20 | 11.90% | 21.52% |
10 | 4 | 20 | 13.50% | 21.19% |
average | Â | Â | 10.89% | 19.93% |
15 | 6 | 10 | 0.87% | 10.00% |
15 | 6 | 10 | 1.93% | 12.50% |
15 | 6 | 20 | 1.50% | 10.93% |
15 | 6 | 20 | 2.04% | 12.25% |
average | Â | Â | 1.58% | 11.42% |
20 | 8 | 15 | 0.20% | 8.94% |
20 | 8 | 15 | 0.61% | 7.72% |
average | Â | Â | 0.40% | 8.33% |