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Table 7 Average gene set size and standard deviation, Group I

From: Random KNN feature selection - a fast and stable alternative to Random Forests

Dataset p* c/n Mean Feature Set Size Standard Deviation
   RF R1NN R3NN RF R1NN R3NN
Ramaswamy 1267 907 336 275 666 34 52
Staunton 859 185 74 60 112 12 11
Nutt 829 146 49 49 85 6 4
Su 792 858 225 216 421 9 26
NCI 688 126 187 163 118 41 33
Brain 666 18 137 120 13 42 42
Armstrong 468 249 76 73 1011 16 12
Pomeroy 329 69 89 82 70 15 13
Bhattacharjee 310 33 148 146 29 15 10
Adenocarcinoma 260 8 38 11 4 20 11
Golub 222 12 27 21 8 5 5
Singh 206 26 25 13 32 6 6
Average   220 118 102 214 18 19