Table 8.
Performance of the used machine learning models to predict WQC.
| Models | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) | F-score (%) |
|---|---|---|---|---|---|
| SVM | 97.01 | 99.23 | 97.78 | 94.93 | 98.54 |
| KNN | 83.63 | 84.73 | 94.93 | 87.50 | 85.84 |
| Naive Bayes | 75.20 | 77.76 | 91.65 | 78.08 | 81.51 |