Table 3.
Classification results of Fourier 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 | 19 | 1 | 0 | 0 | 17 | 3 | 0 | 0 | 17 | 3 | 0 | 0 | 16 | 4 | 0 | 0 | 17 | 3 | 0 | 0 | 18 | 2 | 0 | 0 |
| 2 | 2 | 18 | 0 | 0 | 2 | 18 | 0 | 0 | 2 | 18 | 0 | 0 | 3 | 17 | 0 | 0 | 1 | 19 | 0 | 0 | 0 | 15 | 5 | 0 |
| 3 | 0 | 0 | 18 | 2 | 0 | 2 | 16 | 2 | 1 | 1 | 16 | 2 | 0 | 0 | 16 | 4 | 0 | 1 | 18 | 1 | 0 | 0 | 19 | 1 |
| 4 | 0 | 0 | 2 | 18 | 0 | 0 | 4 | 16 | 0 | 0 | 1 | 19 | 0 | 0 | 4 | 16 | 1 | 1 | 1 | 17 | 0 | 0 | 5 | 15 |
| Total | 91.25% | 83.75% | 87.50% | 81.25% | 88.75% | 83.75% | ||||||||||||||||||