Prediction and Optimization of Heavy Clay Products Quality - Advanced Materials for Agriculture, Food and Environmental Safety - page 105

Training

ANN name CSB CSC WAT WAB WAC FS WLFT WLFB WLFC VMC

1 MLP 10-5-10 0.822 0.768 0.925 0.921 0.920 0.774 0.979 0.982 0.976 0.895

2 MLP 10-13-10 0.913 0.895 0.959 0.960 0.965 0.882 0.986 0.988 0.987 0.919

3 MLP 10-6-10 0.884 0.827 0.937 0.938 0.945 0.630 0.982 0.981 0.979 0.903

4 MLP 10-13-10 0.912 0.906 0.962 0.962 0.972 0.881 0.987 0.989 0.989 0.925

5 MLP 10-13-10 0.915 0.909 0.959 0.959 0.965 0.897 0.989 0.991 0.990 0.914

6 MLP 10-9-10 0.909 0.889 0.952 0.953 0.962 0.900 0.983 0.987 0.985 0.912

7 MLP 10-10-10 0.906 0.878 0.950 0.951 0.959 0.898 0.987 0.989 0.986 0.921

8 MLP 10-11-10 0.894 0.882 0.947 0.949 0.954 0.880 0.987 0.990 0.989 0.917

9 MLP 10-7-10 0.870 0.851 0.931 0.935 0.930 0.863 0.981 0.982 0.981 0.906

10 MLP 10-13-10 0.913 0.914 0.955 0.955 0.958 0.876 0.985 0.988 0.987 0.926

Testing

1 MLP 10-5-10 0.858 0.748 0.928 0.923 0.927 0.697 0.979 0.984 0.980 0.880

2 MLP 10-13-10 0.929 0.866 0.958 0.961 0.974 0.868 0.983 0.987 0.984 0.914

3 MLP 10-6-10 0.913 0.778 0.944 0.945 0.955 0.620 0.980 0.980 0.975 0.897

4 MLP 10-13-10 0.902 0.879 0.963 0.962 0.973 0.839 0.984 0.987 0.987 0.913

( Continued )