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Table 5 Results of BayesMotif with or without false positive removal on real datasets

From: BayesMotif: de novo protein sorting motif discovery from impure datasets

 

True motif Ratio

10%

20%

40%

50%

80%

100%

Without False Positive Removal

Found by Algorithm

No

No

No

Yes

Yes

Yes

 

Motif Score

   

0.55 ± 0.03

0.77 ± 0.01

0.91 ± 0.02

 

Motif Information

   

19.0 ± 3.24

31.6 ± 0.5

39.5 ± 0.20

With False Positive Removal

Found by Algorithm

No

Yes

Yes

Yes

Yes

Yes

 

Motif Score

 

0.63 ± 0.11

0.82 ± 0.04

0.83 ± 0.04

0.90 ± 0.02

0.92 ± 0.01

 

Motif Information

 

21.5 ± 1.3

36.4 ± 2.4

38.0 ± 2.4

41.2 ± 1.1

42.0 ± 0.49