The full data set consisting of 36 data points
| No. | Cutting parameters | Responses | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MQL | HPC | Type | ||||||||
| v (m/min) | a (mm) | f (mm/rev) | FR (N) | Pc (kW) | Ks (N/mm2) | FR (N) | Pc (kW) | Ks (N/mm2) | ||
| 1. | 210 | 1.5 | 0.224 | 985 | 2.89 | 2455.4 | 913 | 2.71 | 2303.6 | Training |
| 2. | 210 | 1.5 | 0.28 | 1099 | 3.29 | 2235.7 | 1034 | 3.14 | 2138.1 | Testing |
| 3. | 210 | 1.5 | 0.355 | 1346 | 4.15 | 2229.1 | 1268 | 3.94 | 2116.4 | Training |
| 4. | 210 | 1.5 | 0.4 | 1448 | 4.48 | 2135.0 | 1398 | 4.37 | 2080.0 | Training |
| 5. | 210 | 2 | 0.224 | 1160 | 3.48 | 2221.0 | 1165 | 3.55 | 2265.6 | Training |
| 6. | 210 | 2 | 0.28 | 1325 | 4.05 | 2064.3 | 1322 | 4.09 | 2085.7 | Training |
| 7. | 210 | 2 | 0.355 | 1645 | 5.14 | 2069.0 | 1635 | 5.15 | 2071.8 | Testing |
| 8. | 210 | 2 | 0.4 | 1806 | 5.68 | 2028.8 | 1802 | 5.72 | 2042.5 | Training |
| 9. | 210 | 2.5 | 0.224 | 1382 | 4.21 | 2148.2 | 1427 | 4.35 | 2217.9 | Testing |
| 10. | 210 | 2.5 | 0.28 | 1588 | 4.91 | 2005.7 | 1608 | 4.98 | 2034.3 | Training |
| 11. | 210 | 2.5 | 0.355 | 2007 | 6.30 | 2028.2 | 2006 | 6.33 | 2038.3 | Training |
| 12. | 210 | 2.5 | 0.4 | 2234 | 7.04 | 2011.0 | 2228 | 7.05 | 2015.0 | Training |
| 13. | 320 | 1.5 | 0.224 | 935 | 4.19 | 2336.3 | 896 | 4.07 | 2273.8 | Training |
| 14. | 320 | 1.5 | 0.28 | 1055 | 4.84 | 2159.5 | 1011 | 4.68 | 2088.1 | Training |
| 15. | 320 | 1.5 | 0.355 | 1288 | 6.06 | 2133.3 | 1241 | 5.91 | 2080.8 | Training |
| 16. | 320 | 1.5 | 0.4 | 1412 | 6.70 | 2095.0 | 1385 | 6.61 | 2066.7 | Testing |
| 17. | 320 | 2 | 0.224 | 1068 | 5.14 | 2151.8 | 1142 | 5.32 | 2227.7 | Training |
| 18. | 320 | 2 | 0.28 | 1306 | 6.11 | 2044.6 | 1288 | 6.09 | 2039.3 | Training |
| 19. | 320 | 2 | 0.355 | 1611 | 7.71 | 2036.6 | 1605 | 7.76 | 2049.3 | Testing |
| 20. | 320 | 2 | 0.4 | 1781 | 8.55 | 2003.8 | 1727 | 8.37 | 1961.3 | Training |
| 21. | 320 | 2.5 | 0.224 | 1373 | 6.37 | 2133.9 | 1381 | 6.46 | 2162.5 | Testing |
| 22. | 320 | 2.5 | 0.28 | 1572 | 7.40 | 1982.9 | 1571 | 7.43 | 1991.4 | Training |
| 23. | 320 | 2.5 | 0.355 | 1951 | 9.36 | 1977.5 | 1959 | 9.44 | 1994.4 | Training |
| 24. | 320 | 2.5 | 0.4 | 2174 | 10.43 | 1955.0 | 2172 | 10.49 | 1966.0 | Training |
| 25. | 400 | 1.5 | 0.224 | 849 | 4.90 | 2187.5 | 885 | 5.05 | 2253.0 | Training |
| 26. | 400 | 1.5 | 0.28 | 969 | 5.66 | 2021.4 | 994 | 5.77 | 2059.5 | Training |
| 27. | 400 | 1.5 | 0.355 | 1207 | 7.23 | 2037.6 | 1221 | 7.37 | 2077.0 | Testing |
| 28. | 400 | 1.5 | 0.4 | 1316 | 7.94 | 1985.0 | 1364 | 8.16 | 2040.0 | Training |
| 29. | 400 | 2 | 0.224 | 1115 | 6.48 | 2169.6 | 1117 | 6.49 | 2174.1 | Training |
| 30. | 400 | 2 | 0.28 | 1278 | 7.53 | 2017.9 | 1280 | 7.57 | 2026.8 | Training |
| 31. | 400 | 2 | 0.355 | 1573 | 9.48 | 2002.8 | 1583 | 9.54 | 2015.5 | Training |
| 32. | 400 | 2 | 0.4 | 1742 | 10.54 | 1976.3 | 1757 | 10.59 | 1985.0 | Testing |
| 33. | 400 | 2.5 | 0.224 | 1407 | 8.03 | 2151.8 | 1369 | 7.94 | 2126.8 | Training |
| 34. | 400 | 2.5 | 0.28 | 1584 | 9.23 | 1977.1 | 1558 | 9.21 | 1974.3 | Training |
| 35. | 400 | 2.5 | 0.355 | 1961 | 11.68 | 1974.1 | 1944 | 11.75 | 1986.5 | Testing |
| 36. | 400 | 2.5 | 0.4 | 2167 | 12.92 | 1938.0 | 2191 | 13.23 | 1985.0 | Training |
| No. | Cutting parameters | Responses | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MQL | HPC | Type | ||||||||
| 1. | 210 | 1.5 | 0.224 | 985 | 2.89 | 2455.4 | 913 | 2.71 | 2303.6 | Training |
| 2. | 210 | 1.5 | 0.28 | 1099 | 3.29 | 2235.7 | 1034 | 3.14 | 2138.1 | Testing |
| 3. | 210 | 1.5 | 0.355 | 1346 | 4.15 | 2229.1 | 1268 | 3.94 | 2116.4 | Training |
| 4. | 210 | 1.5 | 0.4 | 1448 | 4.48 | 2135.0 | 1398 | 4.37 | 2080.0 | Training |
| 5. | 210 | 2 | 0.224 | 1160 | 3.48 | 2221.0 | 1165 | 3.55 | 2265.6 | Training |
| 6. | 210 | 2 | 0.28 | 1325 | 4.05 | 2064.3 | 1322 | 4.09 | 2085.7 | Training |
| 7. | 210 | 2 | 0.355 | 1645 | 5.14 | 2069.0 | 1635 | 5.15 | 2071.8 | Testing |
| 8. | 210 | 2 | 0.4 | 1806 | 5.68 | 2028.8 | 1802 | 5.72 | 2042.5 | Training |
| 9. | 210 | 2.5 | 0.224 | 1382 | 4.21 | 2148.2 | 1427 | 4.35 | 2217.9 | Testing |
| 10. | 210 | 2.5 | 0.28 | 1588 | 4.91 | 2005.7 | 1608 | 4.98 | 2034.3 | Training |
| 11. | 210 | 2.5 | 0.355 | 2007 | 6.30 | 2028.2 | 2006 | 6.33 | 2038.3 | Training |
| 12. | 210 | 2.5 | 0.4 | 2234 | 7.04 | 2011.0 | 2228 | 7.05 | 2015.0 | Training |
| 13. | 320 | 1.5 | 0.224 | 935 | 4.19 | 2336.3 | 896 | 4.07 | 2273.8 | Training |
| 14. | 320 | 1.5 | 0.28 | 1055 | 4.84 | 2159.5 | 1011 | 4.68 | 2088.1 | Training |
| 15. | 320 | 1.5 | 0.355 | 1288 | 6.06 | 2133.3 | 1241 | 5.91 | 2080.8 | Training |
| 16. | 320 | 1.5 | 0.4 | 1412 | 6.70 | 2095.0 | 1385 | 6.61 | 2066.7 | Testing |
| 17. | 320 | 2 | 0.224 | 1068 | 5.14 | 2151.8 | 1142 | 5.32 | 2227.7 | Training |
| 18. | 320 | 2 | 0.28 | 1306 | 6.11 | 2044.6 | 1288 | 6.09 | 2039.3 | Training |
| 19. | 320 | 2 | 0.355 | 1611 | 7.71 | 2036.6 | 1605 | 7.76 | 2049.3 | Testing |
| 20. | 320 | 2 | 0.4 | 1781 | 8.55 | 2003.8 | 1727 | 8.37 | 1961.3 | Training |
| 21. | 320 | 2.5 | 0.224 | 1373 | 6.37 | 2133.9 | 1381 | 6.46 | 2162.5 | Testing |
| 22. | 320 | 2.5 | 0.28 | 1572 | 7.40 | 1982.9 | 1571 | 7.43 | 1991.4 | Training |
| 23. | 320 | 2.5 | 0.355 | 1951 | 9.36 | 1977.5 | 1959 | 9.44 | 1994.4 | Training |
| 24. | 320 | 2.5 | 0.4 | 2174 | 10.43 | 1955.0 | 2172 | 10.49 | 1966.0 | Training |
| 25. | 400 | 1.5 | 0.224 | 849 | 4.90 | 2187.5 | 885 | 5.05 | 2253.0 | Training |
| 26. | 400 | 1.5 | 0.28 | 969 | 5.66 | 2021.4 | 994 | 5.77 | 2059.5 | Training |
| 27. | 400 | 1.5 | 0.355 | 1207 | 7.23 | 2037.6 | 1221 | 7.37 | 2077.0 | Testing |
| 28. | 400 | 1.5 | 0.4 | 1316 | 7.94 | 1985.0 | 1364 | 8.16 | 2040.0 | Training |
| 29. | 400 | 2 | 0.224 | 1115 | 6.48 | 2169.6 | 1117 | 6.49 | 2174.1 | Training |
| 30. | 400 | 2 | 0.28 | 1278 | 7.53 | 2017.9 | 1280 | 7.57 | 2026.8 | Training |
| 31. | 400 | 2 | 0.355 | 1573 | 9.48 | 2002.8 | 1583 | 9.54 | 2015.5 | Training |
| 32. | 400 | 2 | 0.4 | 1742 | 10.54 | 1976.3 | 1757 | 10.59 | 1985.0 | Testing |
| 33. | 400 | 2.5 | 0.224 | 1407 | 8.03 | 2151.8 | 1369 | 7.94 | 2126.8 | Training |
| 34. | 400 | 2.5 | 0.28 | 1584 | 9.23 | 1977.1 | 1558 | 9.21 | 1974.3 | Training |
| 35. | 400 | 2.5 | 0.355 | 1961 | 11.68 | 1974.1 | 1944 | 11.75 | 1986.5 | Testing |
| 36. | 400 | 2.5 | 0.4 | 2167 | 12.92 | 1938.0 | 2191 | 13.23 | 1985.0 | Training |
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