Table 4.
Classification Errors for Lung Cancer Data in Example 2
| Method | Training Error | Testing Error | No. of Selected Genes |
|---|---|---|---|
| NSC | 0/32 | 11/149 | 26 |
| FAIR | 0/32 | 7/149 | 31 |
| FAIR* | 0/32 | 7/149 | 14 |
| PenLDA | 0/32 | 9/149 | 8 |
| SDA | 0/32 | 6/149 | 17 |
| PSIS | 1/32 | 34/149 | 4 |
| DC-SIS | 0/32 | 6/149 | 7 |
| MV-SIS1 | 0/32 | 5/149 | 5 |
| MV-SIS2 | 0/32 | 3/149 | 7 |