Research Article
Combined Accelerator for Attribute Reduction: A Sample Perspective
| ID | Algorithm 1 (seconds) | Algorithm 2 (seconds) | Algorithm 3 (seconds) | Algorithm 4 (seconds) |
| 1 | 7.7614 ± 0.7933 | 7.7231 ± 0.6369 | 6.9335 ± 0.6232 | 6.4300 ± 0.5710 | 2 | 2.0736 ± 0.1333 | 1.9523 ± 0.0786 | 1.6427 ± 0.0341 | 1.5539 ± 0.0436 | 3 | 303.2941 ± 0.7575 | 275.1430 ± 0.7099 | 214.1942 ± 0.9268 | 186.1075 ± 0.4704 | 4 | 2.2841 ± 0.2375 | 2.2251 ± 0.1969 | 1.7519 ± 0.1755 | 1.6982 ± 0.1504 | 5 | 2.5383 ± 0.2688 | 2.4451 ± 0.2444 | 1.9373 ± 0.2082 | 1.8960 ± 0.2035 | 6 | 939.8496 ± 21.9583 | 849.6899 ± 16.0775 | 749.6158 ± 14.7290 | 657.9987 ± 12.0429 | 7 | 330.6784 ± 1.7847 | 300.1296 ± 0.9151 | 248.6087 ± 1.2150 | 217.9840 ± 0.7602 | 8 | 32.4269 ± 1.3612 | 30.2577 ± 1.2877 | 27.0394 ± 1.1620 | 24.8191 ± 1.0545 | 9 | 2.5644 ± 0.0962 | 2.5009 ± 0.0605 | 1.9736 ± 0.0375 | 1.9190 ± 0.0452 | 10 | 4.8290 ± 0.8321 | 4.7155 ± 0.8163 | 3.6787 ± 0.6328 | 3.5682 ± 0.6079 | 11 | 7.4820 ± 0.0606 | 6.9983 ± 0.0361 | 6.5404 ± 0.0259 | 6.1038 ± 0.0580 | 12 | 196.6553 ± 11.9935 | 180.2292 ± 10.8550 | 163.4637 ± 10.0040 | 147.4294 ± 9.0052 | 13 | 145.4798 ± 12.0058 | 129.8684 ± 10.3470 | 114.5147 ± 9.8129 | 99.1553 ± 8.0070 | 14 | 44.9296 ± 0.0999 | 41.6441 ± 0.0571 | 35.8451 ± 0.1155 | 32.4829 ± 0.0846 | 15 | 85.6206 ± 0.9990 | 78.9694 ± 0.3766 | 68.8183 ± 0.4956 | 62.2852 ± 0.2512 |
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