Intelligent Systems Developed for the Early Detection of Chronic Kidney Disease

<table class="table-group" id="tab9"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td align="left">Network parameters</td><td align="center">Model FA</td><td align="center">Model FB</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td align="left">Learning rule</td><td align="center">LevenbergMarquar</td><td align="center">LevenbergMarquar</td></tr><tr><td align="left">Transformation functions</td><td align="center">SigmoidAxon</td><td align="center">SigmoidAxon</td></tr><tr><td align="left">Number  of  hiding layer</td><td align="center">2</td><td align="center">2</td></tr><tr><td align="left">Number of  neurons in hiding layer</td><td align="center">4</td><td align="center">8</td></tr><tr><td align="left" rowspan="2">Criterion for termination</td><td align="center">MSE<sub>min</sub>: 0.0001
						</td><td align="center">MSE<sub>min</sub>: 0.0001
						
					</td></tr><tr><td align="center">Epochs<sub>max</sub>: 3000
						</td><td align="center">Epochs<sub>max</sub>: 3000
						</td></tr><tr><td align="left">Methods for weight update </td><td align="center">Batch</td><td align="center">Batch</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

The best settings of network parameters for modular neural network.

Advances in Artificial Neural Systems

tab9

Table 9

Table 9: Intelligent Systems Developed for the Early Detection of Chronic Kidney Disease 