Table 1. A table summing up the main features of different algorithms.
Feature | NetMiner | WGCNA | GGM | BC3NET | GLM | TM | ARACNE | VCNet | CCA | SpliceNet |
---|---|---|---|---|---|---|---|---|---|---|
Computational complexity | Middle | Low | Low | Middle | High | High | Low | High | High | High |
Whole genome inference | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | No |
Data level | Gene | Gene | Gene | Gene | Gene | Gene | Gene | Exon | Exon/Position/Allele | Exon |
Sample size | Large-scale | Large-scale | Large-scale | Large-scale | Large-scale | Large-scale | Large-scale | Small-scale to middle-scale | Small-scale to middle-scale | Small-scale to middle-scale |