Table 2.
The Number of Features in Each Step | |||
---|---|---|---|
Data Type | Before Compression | After Compression by Autoencoder | After Feature Selection by Cox-PH |
mRNA | 13,049 | 100 | 12 |
miRNA | 217 | 100 | 3 |
RPPA | 150 | 100 | 3 |
CNV | 14,786 | 100 | 5 |
Somatic mutation | 18,977 | 100 | 3 |
Methylation | 19,899 | 100 | 3 |