Table 1. Classification accuracy results for ANN by group.
Training | Testing | Validation – sequestered data with S.E. interval | ||
---|---|---|---|---|
Min (best performance) | Low | 81.2% | 77.8% | 70.3%±0.4% |
Medium | 73.3% | 66.7% | 76.3%±9.6% | |
High | 100% | 100% | 80%±13.3% | |
Median | Low | 63.5% | 63% | 53.8%±1.1% |
Medium | 61.7% | 60% | 60.5%±0.8% | |
High | 100% | 0% | 80%±13.3% | |
Max | Low | 0% | 0% | 0%±0% |
Medium | 62.2% | 63.2% | 61.4%±1.2% | |
High | 66.2% | 66.7% | 81.6%±2.5% | |
Mode | Low | 61.9% | 58.3% | 51.7%±1.9% |
Medium | 56.5% | 84.6% | 60.4%±1.2% | |
High | 0% | 0% | 50%±16.7% |