Table 1 Summary of datasets
From: MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder
Dataset | Sample | Number of raw features | Number of features for training | ||||
|---|---|---|---|---|---|---|---|
mRNA | methy | miRNA | mRNA | methy | miRNA | ||
ROSMAP | NC: 169, AD: 182 | 55,889 | 23,788 | 309 | 200 | 200 | 200 |
BRCA | Luminal A: 436, Luminal B: 147, HER2-enriched: 46, Normal-like: 115, Basal-like: 131 | 20,531 | 20,106 | 503 | 1,000 | 1,000 | 503 |
LGG | Grade 2: 246, Grade 3: 264 | 20,531 | 20,114 | 548 | 2,000 | 2,000 | 548 |
KIPAN | KICH: 66, KIRC: 318, KIRP: 274 | 20,531 | 20,111 | 445 | 2,000 | 2,000 | 445 |