From: A prediction-based resampling method for estimating the number of clusters in a dataset
Dataset | Number of classes | Class sizes | Number of genes |
---|---|---|---|
Lymphoma* [1] (cDNA microarrays) | K = 3 classes | B-CLL (29) FL (9) DLBCL (43) | p = 4,682 |
Leukemia [3] (Affymetrix chips) | K = 3 classes | ALL B-cell (38) ALL T-cell (9) AML (25) | p = 3,571 |
NCI 60†[6] (cDNA microarrays) | K = 8 classes | Breast (7), CNS (6), colon (7), leukemia (6), melanoma (8), NSCLC (9), ovarian (6), renal (8) | p = 5,244 |
Melanoma‡ [30] (cDNA microarrays) | K = 2 classes | Group A (19) Group B (12) | p = 3,613 |