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Table 1 Performance comparison of gene prediction tools on A. thaliana with the transition probabilities divided into three equal portions

From: GPRED-GC: a Gene PREDiction model accounting for 5 - 3 GC gradient

Program

 

AUGUSTUS

GPRED-GC

   

lowT=0.47

lowT=0.30

lowT=0.30

lowT=0.60

   

highT=0.63

highT=0.60

highT=0.70

highT=0.70

Base

Sen

0.968

0.962

0.963

0.962

0.963

level

Spe

0.708

0.709

0.710

0.710

0.710

Exon

Sen

0.870

0.848

0.848

0.845

0.848

level

Spe

0.666

0.669

0.679

0.680

0.679

Gene

Sen

0.554

0.565

0.548

0.548

0.548

level

Spe

0.352

0.360

0.354

0.354

0.354

Time(Sec.)

 

40.3

52.4

52.8

54.2

53.0

  1. Bold number indicates that sensitivity or specificity of GPRED-GC are higher than those of AUGUSTUS. Time (Sec.) is the running time of AUGUSTUS and GPRED-GC under different sets of thresholds on A. thaliana dataset in seconds. Note: The running time is the total running time of prediction