Table 7.
Accuracy results of various feature extraction techniques and classification models for datasets in [55].
| Class | Accuracy Rate (%) | |||||
|---|---|---|---|---|---|---|
| KELM | SVM | ELM | KNN | LDA | QDA | |
| Pseudomonas aeruginosa | 100.00 | 100.00 | 80.00 | 100.00 | 100.00 | 100.00 |
| Escherichia coli | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 90.00 |
| Acinetobacter baumannii | 100.00 | 100.00 | 90.00 | 90.00 | 90.00 | 100.00 |
| Staphylococcu aureus | 100.00 | 90.00 | 90.00 | 80.00 | 90.00 | 90.00 |
| Staphylococcus epidermidis | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| Klebsiella pneumoniae | 100.00 | 90.00 | 100.00 | 80.00 | 80.00 | 70.00 |
| Streptococcus pyogenes | 100.00 | 80.00 | 90.00 | 60.00 | 60.00 | 60.00 |
| Average | 100.00 | 94.29 | 92.86 | 87.14 | 88.57 | 87.14 |