Table 3 Datasets description
From: RN-Autoencoder: Reduced Noise Autoencoder for classifying imbalanced cancer genomic data
Dataset | #Features | #Sample | #Minors | #Majors | Imbalance Ratio (#Minors /#Majors) | |
|---|---|---|---|---|---|---|
Colon | 2000 | 62 | 22 | 40 | 55% | |
Leukemia | 7129 | 72 | 25 | 47 | 53.19% | |
DLBCL | 7070 | 77 | 19 | 58 | 32.75% | |
Lung (Michigan) | 7129 | 96 | 10 | 86 | 11.62% | |
WDBC | 30 | 569 | 212 | 357 | 59.38% | |