Research Article
Intelligent Systems Developed for the Early Detection of Chronic Kidney Disease
Table 5
The best settings of network parameters for back-propagation network model.
| Network parameters | Model FA | Model FB |
| Learning rule | Levenberg-Marquar | LevenbergMarquar | Transformation functions | Tanh Axon | Sigmoid Axon | No. of hiding layer | 2 | 2 | No. of neurons in hiding layer | 5 | 8 | Criterion for termination | MSEmin: 0.0001
| MSEmin: 0.0001
| Epochsmax: 3000 | Epochsmax: 3000 | Methods for weight update | Batch | Batch |
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