Research Article
An Improved Fuzzy Based Missing Value Estimation in DNA Microarray Validated by Gene Ranking
Table 9
Top 25 gene indices before and after estimation for Breast Cancer dataset.
| Ranking | Rank | Gene indices prior to missing value insertion | Gene indices after missing value insertion |
| 1 | 3004 | 1143 | 2 | 7941 | 3004 | 3 | 10319 | 7941 | 4 | 869 | 10319 | 5 | 5328 | 11737 | 6 | 9723 | 491 | 7 | 491 | 9753 | 8 | 9574 | 869 | 9 | 9905 | 5328 | 10 | 11737 | 9723 | 11 | 2825 | 12053 | 12 | 4911 | 2825 | 13 | 8452 | 9574 | 14 | 272 | 9905 | 15 | 329 | 4911 | 16 | 6184 | 8452 | 17 | 9076 | 9076 | 18 | 9267 | 329 | 19 | 9753 | 6184 | 20 | 10614 | 9267 | 21 | 11377 | 11976 | 22 | 11976 | 2218 | 23 | 12053 | 2459 | 24 | 1143 | 2995 | 25 | 1937 | 4200 |
| Number of common genes in top 25 positions = 21 | % of common genes = 84 |
|
|