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

BMC Bioinformatics

Table 8 Features extracted in the global model on lymphoma data (pos. from 1 to 70). Additional features extracted more than 25 times in the replicated experiments are also included (pos. from A to H). Clone no: Clone number; w_score: SVM weight ranking for genes used in global model, or the position in the E-RFE ranked list for the others; mult: multiplicity of the feature in the replicated experiments.

pos.	Clone no.	w _score	mult.	pos.	Clone no.	w _score	mult.
1	503881	1.000	50	40	39884	0.544	16
2	1287796	0.985	49	41	1186281	0.544	44
3	1341250	0.765	34	42	1351015	0.544	30
4	1271120	0.706	21	43	684020	0.544	16
5	322160	0.691	31	44	1251072	0.544	28
6	687112	0.691	39	45	824531	0.544	24
7	1318136	0.691	41	46	1418925	0.529	14
8	1288950	0.691	40	47	200409	0.529	11
9	510467	0.691	44	48	1371484	0.529	39
10	1305134	0.676	25	49	162165	0.515	21
11	1337246	0.662	30	50	26997	0.515	22
12	23173	0.662	19	51	489681	0.515	32
13	259029	0.662	49	52	1358061	0.500	28
14	1371026	0.662	24	53	489258	0.500	30
15	1355812	0.647	36	54	1372042	0.500	31
16	1356420	0.647	26	55	1320355	0.500	22
17	1369321	0.647	32	56	511705	0.485	16
18	1671933	0.647	50	57	1350862	0.485	20
19	825389	0.632	19	58	1352146	0.485	26
20	1357342	0.632	43	59	1358079	0.485	12
21	1337669	0.618	9	60	1269099	0.471	22
22	1301441	0.618	14	61	686150	0.471	9
23	1185361	0.618	18	62	262914	0.471	25
24	261517	0.618	30	63	1671645	0.471	39
25	502220	0.603	21	64	186286	0.456	18
26	1670890	0.588	36	65	125180	0.441	30
27	1242035	0.588	12	66	1251853	0.441	12
28	683659	0.588	32	67	1367485	0.441	10
29	826216	0.588	22	68	1308118	0.441	20
30	684852	0.588	24	69	21822	0.412	17
31	1370359	0.574	48	70	360242	0.412	1
32	1367815	0.574	16	A	683659	71	47
33	1339325	0.574	8	B	813256	80	27
34	1341469	0.559	50	C	1056995	110	29
35	1071581	0.559	17	D	1334414	104	26
36	1186027	0.559	9	E	1672205	129	41
37	1318616	0.559	42	F	201890	74	28
38	122874	0.544	37	G	685351	163	25
39	1369566	0.544	15	H	1300834	93	33

ISSN: 1471-2105