Research Article
Gorilla Troops Optimizer Combined with ANFIS for Wire Cut EDM of Aluminum Alloy
| Source | Degrees of freedom (DF) | Adj SS | Adj MS | F-value | P-value | Remarks |
| Model | 13 | 0.885626 | 0.068125 | 168.04 | 0.000 | Significant | Linear | 4 | 0.191479 | 0.047870 | 118.08 | 0.000 | | P1 | 1 | 0.024200 | 0.024200 | 59.69 | 0.000 | | P2 | 1 | 0.003756 | 0.003756 | 9.26 | 0.009 | | WF | 1 | 0.111111 | 0.111111 | 274.07 | 0.000 | | I | 1 | 0.019136 | 0.019136 | 47.20 | 0.000 | | Square | 4 | 0.278777 | 0.069694 | 171.91 | 0.000 | | P 1 × P1 | 1 | 0.131030 | 0.131030 | 323.20 | 0.000 | | P 2 × P2 | 1 | 0.115741 | 0.115741 | 285.49 | 0.000 | | WF × WF | 1 | 0.029606 | 0.029606 | 73.03 | 0.000 | | I × I | 1 | 0.000735 | 0.000735 | 1.81 | 0.201 | | 2-Way | 5 | 0.270307 | 0.054061 | 133.35 | 0.000 | | P 1 × P2 | 1 | 0.136533 | 0.136533 | 336.78 | 0.000 | | P 1 × WF | 1 | 0.056033 | 0.056033 | 138.21 | 0.000 | | P 1 × I | 1 | 0.064533 | 0.064533 | 159.18 | 0.000 | | P 2 × WF | 1 | 0.011756 | 0.011756 | 29.00 | 0.000 | | P 2 × I | 1 | 0.000450 | 0.000450 | 1.11 | 0.311 | | Error | 13 | 0.005270 | 0.000405 | | | | Total | 26 | 0.890896 | | | | |
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Standard deviation = 0.0201349 R2 = 99.41%, R2(adj) = 98.82%, R2(pred) = 96.67%.
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