Table 4.
Classification results of wavelet coefficients.
| Class | Predicted as * | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KELM | ELM | SVM | LDA | KNN | QDA | |||||||||||||||||||
| 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | |
| 1 | 20 | 0 | 0 | 0 | 15 | 4 | 1 | 0 | 17 | 3 | 0 | 0 | 17 | 3 | 0 | 0 | 17 | 3 | 0 | 0 | 20 | 0 | 0 | 0 |
| 2 | 2 | 18 | 0 | 0 | 2 | 18 | 0 | 0 | 3 | 17 | 0 | 0 | 5 | 15 | 0 | 0 | 3 | 17 | 0 | 0 | 1 | 17 | 2 | 0 |
| 3 | 1 | 0 | 18 | 1 | 0 | 0 | 18 | 2 | 0 | 0 | 18 | 2 | 1 | 0 | 18 | 1 | 0 | 0 | 18 | 2 | 0 | 0 | 17 | 3 |
| 4 | 0 | 0 | 0 | 20 | 0 | 1 | 2 | 17 | 0 | 0 | 1 | 19 | 0 | 0 | 2 | 18 | 0 | 0 | 3 | 17 | 0 | 0 | 6 | 14 |
| Total | 95.00% | 85.00% | 88.75% | 85.00% | 86.25% | 85.00% | ||||||||||||||||||