Table 1.
Classification results of peak value.
| 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 | 17 | 3 | 0 | 0 | 16 | 3 | 0 | 1 | 16 | 4 | 0 | 0 | 14 | 6 | 0 | 0 | 16 | 4 | 0 | 0 | 15 | 3 | 0 | 2 |
| 2 | 1 | 19 | 0 | 0 | 4 | 14 | 2 | 0 | 5 | 15 | 0 | 0 | 9 | 11 | 0 | 0 | 2 | 17 | 1 | 0 | 3 | 16 | 1 | 0 |
| 3 | 1 | 1 | 16 | 2 | 0 | 0 | 14 | 6 | 0 | 0 | 17 | 3 | 1 | 0 | 16 | 3 | 0 | 3 | 15 | 2 | 0 | 4 | 13 | 3 |
| 4 | 1 | 0 | 2 | 17 | 0 | 1 | 2 | 17 | 0 | 0 | 4 | 16 | 0 | 0 | 5 | 15 | 1 | 1 | 2 | 16 | 2 | 0 | 3 | 15 |
| Total | 86.25% | 76.25% | 80.00% | 70.00% | 80.00% | 73.75% | ||||||||||||||||||
* 1, No-infection; 2, Staphylococcu aureus; 3, Escherichia coli; 4, Pseudomonas aeruginosa, similarly hereinafter.