Table 1.
Expression only | Full data | |||
---|---|---|---|---|
Shared space | Full genome (elaboration) | Shared space | Full genome (elaboration) | |
Multi-species | ||||
cMonkey | EO-MSCM-SH | EO-MSCM-EL | FD-MSCM-SH | FD-MSCM-EL |
ISA | MSISA-P | MSISA-R | NA | NA |
k-means | MSKM-SH | MSKM-EL | NA | NA |
(Balanced) k-means | BMSKM-SH | BMSKM-EL | NA | NA |
Single-species | ||||
cMonkey | EO-SSCM | FD-SSCM | ||
Coalesce | EO-COAL | FD-COAL | ||
Qubic | QUBIC | NA |
Tested methods are shown organized by main method (multi-species or single-species), data types used, and whether the analysis was performed over the full genome or restricted to only genes with orthologs across the species analyzed. ISA, Iterative Signature Algorithm; EO, expression only; MSCM, multi-species cMonkey; SH, shared biclusters; MSISA, multi-species ISA; P, purified biclusters; MSKM, multi-species k-means; BMSKM, balanced multi-species k-means; EL, elaborated biclusters; R, refined biclusters, applies only to the ISA algorithm (MSISA-R); FD, full data; SSCM, single-species cMonkey; COAL, Coalesce biclustering method; QUBIC, QUalitative BIClustering algorithm.