Table 4. Performance metrics of C5.0 model using the test dataset.
Performance Metric | Class 0 | Class 1 | Class 2 | Class 3 |
---|---|---|---|---|
Sensitivity | 0.8386 | 0.9236 | 0.9859 | 0.9610 |
Specificity | 0.9648 | 0.9735 | 0.9955 | 0.9851 |
Positive Predictive Value | 0.8621 | 0.9058 | 0.9923 | 0.9437 |
Negative Predictive Value | 0.9579 | 0.9788 | 0.9918 | 0.9898 |
Prevalence | 0.2079 | 0.2164 | 0.3696 | 0.2060 |
Balanced Accuracy | 0.9017 | 0.9485 | 0.9907 | 0.9731 |