Table 1 Description of the dataset
Dataset | Categories | Number of features | Number of features for training | ||||
|---|---|---|---|---|---|---|---|
miRNA | mRNA | meth | miRNA | mRNA | meth | ||
ROSMAP | NC:169, AD:182 | 309 | 55889 | 23788 | 200 | 200 | 200 |
LGG-2 | Low:210, Hight:311 | 2158 | 20531 | 485578 | 557 | 2000 | 2000 |
BRCA | Normal-like:115, Basal-like:131, HER2-enriched:46, Luminal A:436, Luminal B:147 | 2239 | 20531 | 485578 | 503 | 1000 | 1000 |
SKCM | Keratin:98, Immune:163, MITF-low:59 | 2221 | 20531 | 485578 | 235 | 2000 | 2000 |
LGG-4 | I:146, II:138, III:324, IV:120 | 2158 | 20531 | 485578 | 557 | 2000 | 2000 |
LUSC | Basal:10, Classical:16, Secretory:18, Primitive:8 | 2214 | 20531 | 485578 | 296 | 2000 | 2000 |