Research Article
Sparse Representation for Classification of Tumors Using Gene Expression Data
Table 1
Results without gene selection.
| | Methods | Prostate_Tumor | 9_Tumors | 11_Tumors | 14_Tumors | Brain_Tumor1 | Brain_Tumor2 |
| | SVM | OVR | 93.27% | 67.06% | 94.99% | 75.29% | 90% | 75.5% | | OVO | 93.27% | 54.63% | 90.22% | 46.39% | 90% | 73.83% | | DAG | 93.27% | 54.63% | 90.22% | 45.10% | 90% | 73.83% | | WW | 93.27% | 68.17% | 94.31% | 65.84% | 90% | 77.17% | | CS | 93.27% | 68.17% | 94.31% | 75.38% | 90% | 75.5% |
| | SR | 92.27% | 68.79% | 95.02% | 74.04% | 90% | 80.83% |
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