Research Article
A Cost-Sensitive Sparse Representation Based Classification for Class-Imbalance Problem
Table 6
Running time on Letter.
| Time/s | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| SRC | 0.0968 | 0.4103 | 0.6356 | 0.9178 | 1.2650 | 1.6695 | 2.1277 | 2.6364 | 3.3029 | 3.8405 | CS4VM | 2.0102 | 2.3504 | 2.6401 | 2.9405 | 3.2302 | 3.5415 | 3.8596 | 4.1482 | 5.4454 | 5.7497 | CSSVM | 7.5763 | 14.9397 | 22.1502 | 25.5690 | 37.0908 | 44.1674 | 51.6777 | 59.1158 | 66.6602 | 74.3515 | CSSRC | 0.0308 | 0.1170 | 0.1914 | 0.2806 | 0.3954 | 1.3279 | 1.4672 | 1.6153 | 1.7826 | 1.9640 |
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