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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.

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

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