Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Statistical results of different algorithms (Maximum iterations = 2,000).
| Algorithm | Training Area | Test Area | ||||
|---|---|---|---|---|---|---|
| Min | Ave | Max | Min | Ave | Max | |
| Random | 7.58% | 7.69% | 7.83% | 7.58% | 7.69% | 7.81% |
| MBP | 8.52% | 8.83% | 9.08% | 6.98% | 7.44% | 7.92% |
| BP | 7.96% | 8.33% | 8.65% | 7.90% | 8.17% | 8.35% |
| ABP | 81.04% | 87.18% | 94.12% | 76.60% | 83.55% | 89.83% |
| PSO | 95.83% | 97.68% | 98.52% | 83.15% | 89.32% | 91.54% |
| RPROP | 97.63% | 98.71% | 98.90% | 90.87% | 92.65% | 93.77% |
| ACPSO | 98.15% | 98.84% | 99.13% | 92.56% | 93.80% | 94.52% |
