Table 13.
Nonensemble MLP-ANN result with varying number of hidden layer neurons using LBP genomic samples.
| MLP-ANN | Hidden layer neurons | MSE | Accuracy (%) |
|---|---|---|---|
| 1 | 10 | 0.0667 | 74.1 |
| 2 | 20 | 0.0628 | 71.5 |
| 3 | 30 | 0.0693 | 74.6 |
| 4 | 40 | 0.0632 | 71.5 |
| 5 | 50 | 0.0623 | 76.2 |
| 6 | 60 | 0.0585 | 74.1 |
| 7 | 70 | 0.0616 | 71.5 |
| 8 | 80 | 0.0504 | 77.7 |
| 9 | 90 | 0.0530 | 80.3 |
| 10 | 100 | 0.0555 | 78.2 |