Research Article
An Improved Fuzzy Based Missing Value Estimation in DNA Microarray Validated by Gene Ranking
Table 14
Top 25 gene indices before and after estimation for DLBCL-FL.
| Ranking | Rank | Gene indices prior to missing value insertion | Gene indices after missing value insertion |
| 1 | 447 | 447 | 2 | 913 | 4135 | 3 | 4135 | 913 | 4 | 546 | 640 | 5 | 2929 | 2929 | 6 | 640 | 1142 | 7 | 4510 | 546 | 8 | 3969 | 3969 | 9 | 5327 | 4510 | 10 | 6756 | 4233 | 11 | 4233 | 5327 | 12 | 4313 | 4313 | 13 | 6120 | 6756 | 14 | 1142 | 6120 | 15 | 1129 | 1553 | 16 | 1731 | 1129 | 17 | 4124 | 6417 | 18 | 3965 | 4124 | 19 | 1293 | 1731 | 20 | 6434 | 1293 | 21 | 28 | 6434 | 22 | 4143 | 28 | 23 | 2062 | 2062 | 24 | 1553 | 4094 | 25 | 6417 | 1984 |
| Number of common genes in top 25 positions = 23 | % of common genes = 92 |
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