Research Article
Prediction of Responses in a Sustainable Dry Turning Operation: A Comparative Analysis
Table 5
Experimental data for testing and predicted response values for ANFIS model.
| Exp. run | | F | D | Ra | Fc | MRR | Actual | Predicted | Actual | Predicted | Actual | Predicted |
| 1 | 25 | 0.1 | 1 | 0.49 | 0.528 | 676 | 682 | 2500 | 2579 | 2 | 25 | 0.15 | 1.25 | 0.62 | 0.616 | 1085 | 1025 | 4687.5 | 4753 | 3 | 25 | 0.15 | 1.5 | 0.62 | 0.598 | 1271 | 1286 | 5625 | 5302 | 4 | 35 | 0.1 | 1 | 0.56 | 0.541 | 635 | 689 | 3500 | 3390 | 5 | 35 | 0.15 | 1.5 | 0.58 | 0.562 | 1192 | 1175 | 7875 | 7427 | 6 | 35 | 0.15 | 1.25 | 0.57 | 0.561 | 1018 | 949 | 6562.5 | 6311 | 7 | 45 | 0.1 | 1 | 0.64 | 0.652 | 605 | 669 | 4500 | 4622 | 8 | 45 | 0.2 | 1 | 0.63 | 0.632 | 975 | 945 | 9000 | 9234 | 9 | 45 | 0.15 | 1.5 | 0.55 | 0.538 | 1137 | 1090 | 10125 | 10587 |
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