Research Article
Relevance Vector Machine Based Analyses of MRR and SR of Electrodischarge Machining Designed by Response Surface Methodology
Table 9
Experimental and predicted values of MRR and SR.
| | | tau | MRR (mm3/min) | SR (μm) | MRR (predicted using RVM) in mm3/min | SR (predicted using RVM) in μm |
| | 2.0 | 750.00 | 55.00 | 0.311073 | 3.72 | 0.33439221 | 3.710796635 | | 7.00 | 750.00 | 80.00 | 4.627355 | 7.8 | 4.602598191 | 7.90183655 | | 2.00 | 200.00 | 80.00 | 1.77819 | 4.17 | 1.775926522 | 4.169651963 | | 4.00 | 500.00 | 65.00 | 2.684917 | 5.13 | 2.700207547 | 4.943501339 | | 4.00 | 500.00 | 65.00 | 2.59718 | 4.79 | 2.700207547 | 4.943501339 | | 7.00 | 200.00 | 55.00 | 3.974812 | 11.27 | 4.014896139 | 11.20501356 | | 7.00 | 750.00 | 55.00 | 4.578032 | 9.12 | 4.540240762 | 8.886500507 | | 4.00 | 500.00 | 65.00 | 2.69626 | 5.2 | 2.700207547 | 4.943501339 | | 4.00 | 500.00 | 65.00 | 2.658429 | 5.21 | 2.700207547 | 4.943501339 | | 2.00 | 750.00 | 80.00 | 0.39685 | 3.8 | 0.379393774 | 3.585126803 | | 7.00 | 200.00 | 80.00 | 4.062215 | 10.33 | 4.005057172 | 10.32266034 | | 2.00 | 200.00 | 55.00 | 1.839296 | 3.53 | 1.868379133 | 3.56482374 | | 4.00 | 500.00 | 65.00 | 2.78798 | 4.7 | 2.700207547 | 4.943501339 | | 8.00 | 500.00 | 65.00 | 5.404 | 11.43 | 5.343913023 | 11.43558399 | | 4.00 | 50.00 | 65.00 | 2.43872 | 5.83 | 2.426300736 | 5.825788079 | | 4.00 | 1000.00 | 65.00 | 0.761718 | 4.13 | 0.881463669 | 4.105567142 | | 4.00 | 500.00 | 65.00 | 2.792288 | 4.87 | 2.700207547 | 4.943501339 | | 1.00 | 500.00 | 65.00 | 0.6589 | 3.47 | 0.672458618 | 3.782897979 | | 4.00 | 500.00 | 85.00 | 2.69359 | 4.73 | 2.745193125 | 4.986478772 | | 4.00 | 500.00 | 45.00 | 2.6557 | 5.43 | 2.62671966 | 5.343644844 |
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