An Improved Fuzzy Based Missing Value Estimation in DNA Microarray Validated by Gene Ranking

Table 11

Top 25 gene indices before and after estimation for Prostate Cancer dataset.

Ranking
Rank	Gene indices prior to missing value insertion	Gene indices after missing value insertion
1	6185	6185
2	10494	10494
3	9850	4365
4	4365	9850
5	10138	9034
6	9172	10138
7	9034	5944
8	5944	9172
9	3649	3649
10	8554	2839
11	2839	7557
12	7557	10956
13	205	9050
14	3794	7520
15	10956	3794
16	8850	205
17	7520	8850
18	9050	10537
19	10537	5757
20	5757	8554
21	8123	8768
22	6462	8123
23	8768	6462
24	7247	7247
25	7768	9093
Number of common genes in top 25 positions = 24
% of common genes = 96