From: Random KNN feature selection - a fast and stable alternative to Random Forests
Dataset | Sample Size, n | No. of Genes, p | No. of classes, c | p/n | p* c/n |
---|---|---|---|---|---|
Lymphoma | 62 | 4026 | 3 | 65 | 195 |
Leukemia | 38 | 3051 | 2 | 80 | 161 |
Breast.3.Classes | 95 | 4869 | 3 | 51 | 154 |
SRBCT | 63 | 2308 | 4 | 37 | 147 |
Shipp | 77 | 5469 | 2 | 71 | 142 |
Breast.2.Classes | 77 | 4869 | 2 | 63 | 126 |
Prostate | 102 | 6033 | 2 | 59 | 118 |
Khan | 83 | 2308 | 4 | 28 | 111 |
Colon | 62 | 2000 | 2 | 32 | 65 |