Table 7.
Comparison of nucleotide level prediction accuracy (nPC) of consensus ensemble algorithms to standard-alone base algorithms
Threshold (θc) | Margin size 50 | ||||
---|---|---|---|---|---|
AlignACE | BioProspector | MotifSampler | MDScan | MEME | |
0.1 | 0.201 | 0.267 | 0.306 | ||
0.2 | 0.219 | 0.275 | 0.347 | N/A | N/A |
0.3 | 0.242 | 0.307 | 0.382 | ||
0.4 | 0.253 | 0.324 | 0.372 | ||
Best of ensemble | 0.253 | 0.324 | 0.382 | ||
Base algorithm | 0.182 | 0.304 | 0.263 | 0.294 | 0.252 |
Multi-restart | 0.221 | 0.276 | 0.213 | N/A | N/A |