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