Entropy-based gene ranking without selection bias for the predictive classification of microarray data

BMC Bioinformatics

Table 7 Features extracted in the global model on colon cancer data. GAN: Gene Accession Number; pos: rank with respect to the SVM weight ranking w_score; mult: multiplicity of the feature in the replicated experiments.

pos.	GAN	w _score	mult.	pos.	GAN	w _score	mult.
1	T64012	1.000	34	41	T51261	0.590	32
2	K03474	0.971	34	42	T57619	0.590	41
3	T47383	0.886	35	43	D17532	0.581	5
4	H24401	0.867	36	44	R87126	0.581	42
5	Z50753	0.857	49	45	T74556	0.581	9
6	U00968	0.829	43	46	T61661	0.581	40
7	T57882	0.829	41	47	M82919	0.581	22
8	H01418	0.771	26	48	M23115	0.581	4
9	H08393	0.752	43	49	T84051	0.562	23
10	T62947	0.752	39	50	T72863	0.562	12
11	T67406	0.743	12	51	H49870	0.562	23
12	T51539	0.714	21	52	U37012	0.562	25
13	X02875	0.705	9	53	M64231	0.562	16
14	T47424	0.705	19	54	M92287	0.562	15
15	R33481	0.695	30	55	T98835	0.562	11
16	R54097	0.695	23	56	J04102	0.552	18
17	T94993	0.686	13	57	R36977	0.552	34
18	H64807	0.686	43	58	T79831	0.543	4
19	H81864	0.686	11	59	R67275	0.543	10
20	T58861	0.686	22	60	H64489	0.543	36
21	M76378	0.676	45	61	M31303	0.533	22
22	R88740	0.676	40	62	R15447	0.533	22
23	R80427	0.676	36	63	J03210	0.533	28
24	M81651	0.667	34	64	R81170	0.524	20
25	L07648	0.667	31	65	R01755	0.524	11
26	H81558	0.657	27	66	T51023	0.524	19
27	H16096	0.638	25	67	T51849	0.514	21
28	H20709	0.638	41	68	Z49269	0.505	16
29	X68314	0.638	22	69	M20543	0.505	12
30	K02268	0.638	32	70	T40507	0.495	4
31	D13315	0.638	9	71	M26383	0.495	11
32	H55916	0.629	31	72	T94579	0.495	28
33	M28219	0.629	20	73	D14812	0.486	12
34	J02854	0.619	40	74	R59583	0.486	8
35	T79152	0.619	22	75	M80815	0.476	25
36	R44418	0.619	29	76	H20289	0.467	9
37	T47377	0.610	35	77	R62549	0.429	14
38	H06061	0.610	27	78	R39531	0.410	1
39	M35878	0.600	18	79	X17025	0.410	14
40	T41204	0.590	17	80	T88902	0.390	11

ISSN: 1471-2105