Research Article
Prediction of Responses in a Sustainable Dry Turning Operation: A Comparative Analysis
Table 3
Experimental dataset [
31].
| Run | | f | d | Ra | Fc | MRR | Purpose |
| 1 | 35 | 0.2 | 1.5 | 0.68 | 1453 | 10500 | Training | 2 | 25 | 0.2 | 1 | 0.72 | 1090 | 5000 | Training | 3 | 25 | 0.15 | 1 | 0.61 | 894 | 3750 | Training | 4 | 35 | 0.1 | 1 | 0.56 | 635 | 3500 | Testing | 5 | 25 | 0.1 | 1 | 0.49 | 676 | 2500 | Testing | 6 | 35 | 0.15 | 1 | 0.57 | 839 | 5250 | Training | 7 | 35 | 0.2 | 1.25 | 0.67 | 1141 | 8750 | Training | 8 | 45 | 0.15 | 1 | 0.54 | 780 | 6750 | Training | 9 | 45 | 0.1 | 1 | 0.64 | 605 | 4500 | Testing | 10 | 25 | 0.15 | 1.25 | 0.62 | 1085 | 4687.5 | Testing | 11 | 25 | 0.2 | 1.5 | 0.73 | 1549 | 7500 | Training | 12 | 35 | 0.1 | 1.25 | 0.46 | 770 | 4375 | Training | 13 | 25 | 0.1 | 1.25 | 0.50 | 820 | 3125 | Training | 14 | 25 | 0.2 | 1.25 | 0.72 | 1322 | 6250 | Training | 15 | 45 | 0.2 | 1.25 | 0.64 | 1183 | 11250 | Training | 16 | 45 | 0.1 | 1.25 | 0.44 | 734 | 5625 | Training | 17 | 45 | 0.2 | 1 | 0.63 | 975 | 9000 | Testing | 18 | 25 | 0.15 | 1.5 | 0.62 | 1271 | 5625 | Testing | 19 | 25 | 0.1 | 1.5 | 0.50 | 962 | 3750 | Training | 20 | 35 | 0.2 | 1 | 0.67 | 1022 | 7000 | Training | 21 | 45 | 0.2 | 1.5 | 0.64 | 1386 | 13500 | Training | 22 | 45 | 0.1 | 1.5 | 0.44 | 860 | 6750 | Training | 23 | 35 | 0.15 | 1.5 | 0.58 | 1192 | 7875 | Testing | 24 | 45 | 0.15 | 1.5 | 0.55 | 1137 | 10125 | Testing | 25 | 35 | 0.15 | 1.25 | 0.57 | 1018 | 6562.5 | Testing | 26 | 45 | 0.15 | 1.25 | 0.55 | 970 | 8437.5 | Training | 27 | 35 | 0.1 | 1.5 | 0.46 | 902 | 5250 | Training |
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