Table 11 Summary of algorithms classification outputs for classifying the Chronic Kidney Disease patients with stage 5
From: Chronic kidney disease diagnosis using decision tree algorithms
| Â | J48 | Random Forest |
|---|---|---|
Total instances | 400 | 400 |
True Positive (TP) | 28 | 23 |
True Negative (TN) | 343 | 341 |
False Positive (FP) | 13 | 18 |
False Negative (FN) | 16 | 18 |
Accuracy | 93% | 91% |
Sensitivity | 64% | 56% |
Specificity | 96% | 95% |
Precision | 0.64 | 0.561 |
Recall | 0.68 | 0.561 |
F-Measure | 0.66 | 0.561 |
ROC Area | 0.91 | 0.914 |