Table 1.
Number and fraction (in parentheses) of proteins in each data set for which predicted PWMs significantly match at P ≤ 0.05
Database | Number of proteins | SVM models |
||
---|---|---|---|---|
Linear canonical (%) | Linear expanded (%) | Polynomial (%) | ||
JASPAR | 57 | 37 (65) | 43 (75) | 41 (72) |
UniProbe yeast | 13 | 10 (77) | 12 (92) | 10 (77) |
UniProbe mouse | 23 | 14 (61) | 14 (61) | 16 (70) |
FlyFactorSurvey | 52 | 45 (87) | 47 (90) | 47 (90) |
Human | 36 | 25 (69) | 29 (81) | 28 (78) |
Combined | 143 | 107 (75) | 118 (83) | 114 (80) |
The best performing method on each data set is shaded.