Table 1 Eight Datasets used in Experiment
From: A comparative study of different machine learning methods on microarray gene expression data
Dataset | Comparison | Variables (Genes) | Samples |
|---|---|---|---|
1. Lymphoma (Devos et.al, 2002) | Tumor vs. Normal | 7129 | 25 |
2. Breast Cancer (Perou et. al, 2000) | Tumor subtype vs. Normal | 1753 | 84 |
3. Colon Cancer (Alon et. al, 1999) | Epithelial vs. Tumor | 7464 | 45 |
4. Lung Cancer (Garber et. al, 2001) | Tumor vs. Normal | 917 | 72 |
5. Adenocarcinoma (Beer et.al, 2002) | NP vs. NN | 5377 | 86 |
6. Lymphoma (Alizadeh et al, 2000) | DLBCL1 vs. DLBCL2 | 4027 | 96 |
7. Melanoma (Bittner et. al, 2000) | Tumor vs. Normal | 8067 | 38 |
8. Ovarian Cancer (Welsh et. al, 2001) | Tumor vs. Normal | 7129 | 39 |