From: Classification between normal and tumor tissues based on the pair-wise gene expression ratio
Order or classifier | Optimum Accuracy* / % | Discriminating axes | Order or classifier | Optimum Accuracy* / % | Discriminating axes |
---|---|---|---|---|---|
1 | 87.10% | #1659 | 1 | 93.55% | #1831/#1537 |
2 | 91.94% | (#241)&(#1659) | 2 | 98.39% | (#753/#768) & (#1831/#1537) |
3 | 95.16% | (#241)&(#1659)&(#1759) | 3 | 98.39% | (#753/#768) & (#1831/#1537)&(#481/#1394) |
Prostate cancer–Original expression data | Prostate cancer–Transformed expression data | ||||
Order or classifier | Optimum Accuracy* / % | Discriminating axes | Order or classifier | Optimum Accuracy* / % | Discriminating axes |
1 | 86.27% | (#6185) | 1 | 84.62% | (#6185/#5840) |
2 | 100.00% | (#6185)&(#9850) | 2 | 100.00% | (#6185/#5840)&(#6185/#6749) |
3 | 100.00% | (#6185)&(#9850)&(#12148) | 3 | 100.00% | (#6185/#5840)&(#6185/#6749)&(#7247/#7067) |