Research Article
Desirability Improvement of Committee Machine to Solve Multiple Response Optimization Problems
Table 13
Results of five runs for Case
2.
| | ANN | Run no. | GD | RMSE |
| | FF | 1 | 1 | 2.779 | | 2 | 1 | 2.779 | | 3 | 1 | 2.779 | | 4 | 1.000 | 2.779 | | 5 | 1.000 | 2.779 |
| | RBF | 1 | 0.987 | 1.200 | | 2 | 0.992 | 1.200 | | 3 | 1.000 | 1.200 | | 4 | 0.985 | 1.200 | | 5 | 0.992 | 1.200 |
| | GRNN | 1 | 0.899 | 8.552 | | 2 | 0.899 | 8.552 | | 3 | 0.899 | 8.552 | | 4 | 0.899 | 8.552 | | 5 | 0.899 | 8.552 |
| | ANFIS | 1 | 0.989 | 7.006 | | 2 | 0.990 | 7.006 | | 3 | 0.992 | 7.006 | | 4 | 0.990 | 7.006 | | 5 | 0.990 | 7.006 |
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