Table 4 Peak memory consumption evaluation (in MegaByte (MB)) of RF, SVM and LR models for different feature types
From: Robust edge-based biomarker discovery improves prediction of breast cancer metastasis
Model | Gene | CEEdge | PPIEdge |
|---|---|---|---|
RF | 687.1 | 6162.8 | 6743.4 |
SVM | 531.8 | 6129.4 | 6737.4 |
LR | 611.5 | 7209.1 | 8140.7 |