Table 4 Predicted percentage yields by ANN and RSM models along with absolute deviation, R2and AAD
ANN Predicted yield (%) | ANN Absolute deviation | RSM Predicted yield (%) | RSM Absolute deviation |
|---|---|---|---|
30.19981 | 6.36E-06 | 29.4 | 0.027211 |
32.89836 | 4.98E-05 | 34.4 | 0.043605 |
75.49839 | 2.13E-05 | 75.8 | 0.003958 |
41.79979 | 5.05E-06 | 42.8 | 0.023364 |
75.19847 | 2.04E-05 | 78 | 0.035897 |
72.89809 | 2.62E-05 | 72.5 | 0.005517 |
55.59765 | 4.22E-05 | 54.1 | 0.027726 |
80.79801 | 2.47E-05 | 80.3 | 0.006227 |
78.69785 | 2.74E-05 | 79.1 | 0.005057 |
60.59789 | 3.48E-05 | 59.2 | 0.023649 |
72.39832 | 2.33E-05 | 72.3 | 0.001383 |
68.59837 | 2.38E-05 | 69.3 | 0.010101 |
48.49916 | 1.73E-05 | 46.6 | 0.040773 |
47.99756 | 5.09E-05 | 48.6 | 0.012346 |
19.99912 | 4.42E-05 | 20.2 | 0.009901 |
79.99778 | 2.77E-05 | 81.9 | 0.023199 |
70.19804 | 2.79E-05 | 68.9 | 0.018868 |
72.49749 | 3.46E-05 | 72.5 | 0 |
70.09794 | 2.94E-05 | 67.6 | 0.036982 |
81.99761 | 2.92E-05 | 83.1 | 0.013237 |
81.86748 | 3.08E-05 | 81.9 | 0.000366 |
74.07436 | 0.014969 | 78.0 | 0.037234 |
45.0392 | 0.010128 | 45.9 | 0.00879 |
46.27601 | 0.00165 | 48.0 | 0.038961 |
56.77555 | 0.02483 | 55.0 | 0.00722 |