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Table 4 Confidence levels of 20 test samples by HBSA-SVM(Unbiased)-based ensemble classifier on colon tumor dataset

From: Finding minimum gene subsets with heuristic breadth-first search algorithm for robust tumor classification

20 samples #Tumor subclass votes #Normal subclass votes Confidence level Correct? **
(No.) *
1 (43) 116 184 1.5862 C
2 (44) 298 2 149 C
3 (45) 111 189 1.7027 E
4 (46) 285 15 19 C
5 (47) 286 14 20.4286 C
6 (48) 119 181 1.5210 C
7 (49) 69 231 3.3478 E
8 (50) 165 135 1.2222 E
9 (51) 227 73 3.1096 E
10 (52) 297 3 99 C
11 (53) 276 24 11.5 C
12 (54) 19 281 14.7895 C
13 (55) 297 3 99 E
14 (56) 88 212 2.4091 E
15 (57) 193 107 1.8037 C
16 (58) 230 70 3.2857 C
17 (59) 260 40 6.5 C
18 (60) 98 202 2.0612 C
19 (61) 300 0 300 C
20 (62) 118 182 1.5424 C
  1. * The number in parentheses denotes the serial number of sample in original colon tumor dataset.
  2. ** ā€œCā€ means the sample classified correctly and ā€œEā€ means the sample classified mistakenly.