Research Article
Intelligent Systems Developed for the Early Detection of Chronic Kidney Disease
Table 6
The performance gained from back-propagation neural network models.
| | BPN | Model FA | Model FB | | Pure BPN | Training | Test | Training | Test |
| | Accuracy of classification | 100% | 94.75% | 100% | 72.42% | | Sensitivity | 100% | 97.06% | 100% | 70.59% | | Specificity | 100% | 92.42% | 100% | 74.24% |
| | BPN + GA | Test | Test |
| | Accuracy of classification | 91.71% | 77.68% | | Sensitivity | 97.06% | 81.82% | | Specificity | 86.36% | 73.53% |
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