No.;"TRAINING INFORMATION";"MODEL 1";"MODEL 2"
1;"Type of network";"Multi-layer perception";"Multi-layer perception"
2;"Number of layers";3;3
3;"Number of hidden layers";1;1
4;"Number of input neurons";10;4
5;"Number of hidden neurons";19;19
6;"Number of output neurons";1;1
7;"Activation function";"Logistic Sigmoid";"Logistic Sigmoid"
8;"Performance function";"Mean square error";"Mean square error"
9;"Training algorithm";Back-propagation;Back-propagation
10;"Starting weights and biases";Random;Random
11;"Number of iterations";"30 000";"30 000"
12;"Training error";0.126;0.148
13;"Learning rate";0.010;0.010
14;"Momentum factor";0.8;0.8