Table 3.
Task | Relative memory usage | Timescale |
---|---|---|
ORA | Low | Seconds |
GSEA | Medium | Minutes |
ssGSEA | Very high | Hours |
Prediction of tumor vs. normal | Medium | Minutes |
Prediction of known tumor subtype | Medium | Minutes |
Prediction of overall survival | Medium | Hours |
Performing ssGSEA required on the scale of 100 GB of RAM for some dataset/database combinations, while the other tasks could be run on a modern laptop with no issues.