Table 7 Summary of algorithms classification outputs for classifying the Chronic Kidney Disease patients with stage 2
From: Chronic kidney disease diagnosis using decision tree algorithms
| Â | J48 | Random Forest |
|---|---|---|
Total Instances | 400 | 400 |
True Positive (TP) | 21 | 11 |
True Negative (TN) | 362 | 362 |
False Positive (FP) | 9 | 19 |
False Negative (FN) | 8 | 8 |
Accuracy | 96% | 93% |
Sensitivity | 72% | 58% |
Specificity | 98% | 95% |
Precision | 0.72 | 0.579 |
Recall | 0.70 | 0.367 |
F-Measure | 0.71 | 0.449 |
ROC Area | 0.93 | 0.958 |