Table 2.
TF | Array | 8-mer | MatrixREDUCE | MDScan | PREGO | RankMotif++ | Seed and Wobble | kmerHMM |
---|---|---|---|---|---|---|---|---|
Cbf1 | #1 | 0.515 | 0.39 | 0.231 | 0.362 | 0.493 | 0.383 | 0.515 |
#2 | 0.459 | 0.348 | 0.202 | 0.336 | 0.424 | 0.284 | 0.462 | |
Ceh-22 | #1 | 0.37 | 0.26 | 0.316 | 0.225 | 0.427 | 0.254 | 0.380 |
#2 | 0.257 | 0.226 | 0.293 | 0.2 | 0.332 | 0.251 | 0.317 | |
Oct-1 | #1 | 0.474 | 0.365 | 0.274 | 0.339 | 0.315 | 0.239 | 0.440 |
#2 | 0.382 | 0.31 | 0.213 | 0.274 | 0.24 | 0.202 | 0.314 | |
Rap1 | #1 | 0.257 | 0.197 | 0.213 | 0.197 | 0.247 | 0.226 | 0.274 |
#2 | 0.277 | 0.171 | 0.32 | 0.179 | 0.325 | 0.28 | 0.243 | |
Zif268 | #1 | 0.449 | 0.332 | 0.335 | 0.328 | 0.33 | 0.336 | 0.439 |
#2 | 0.431 | 0.297 | 0.314 | 0.301 | 0.389 | 0.313 | 0.413 |
Given the binding preferences of each method on different data sets, their sensitivities (true-positive rates) were computed at the 99% specificity level (false-positive rate). The performance values of all the methods except kmerHMM are adopted from Table 1 on the RankMotif++ manuscript (57). The highest values (except the 8-mer gold standard) are highlighted in bold. The 8-mer gold standard is the method in which the maximum of the median binding intensities of the 8-mers on a testing probe (60 bp) is used as the predicted binding preference of the testing probe (60 bp).