Table 3. Summary of the assessment results.
No. of hidden nodes | No. of features | Person’s coefficient | % of correctly assigned signs | Ave. true positive rate (%) |
2 | 32 | 0.805 | 89.16 | 93.16 |
100 | 0.865 | 91.26 | 70.33 | |
5 | 32 | 0.653 | 80.31 | 89.00 |
100 | 0.871 | 90.89 | 68.50 | |
10 | 32 | 0.607 | 79.32 | 92.66 |
100 | 0.866 | 88.55 | 81.16 |