Table 6 Summary of algorithms classification outputs for classifying the Chronic Kidney Disease patients with stage 1
From: Chronic kidney disease diagnosis using decision tree algorithms
| Â | J48 | Random Forest |
|---|---|---|
Total instances | 400 | 400 |
True Positive (TP) | 9 | 3 |
True Negative (TN) | 376 | 379 |
False Positive (FP) | 8 | 14 |
False Negative (FN) | 7 | 4 |
Accuracy | 96% | 96% |
Sensitivity | 56% | 43% |
Specificity | 98% | 96% |
Precision | 0.56 | 0.429 |
Recall | 0.52 | 0.176 |
F-Measure | 0.55 | 0.250 |
ROC Area | 0.86 | 0.947 |