Table 2: Results of SSD-liberal and SSD-opt algorithms on rRNA classes and tRNAs from the RNAstrand v2.0 database.

 

Tool

SSD_liberal

SSD_opt

Dataset\Metric

TP

FP

PPV

TPR

F-measure

MCC (*)

TP

FP

PPV

TPR

F-measure

MCC (*)

5s

rRNA

3111

1121

0.735

0.674

0.703

0.704

2785

1186

0.701

0.618

0.657

0.658

16s

rRNA

344593

60895

0.849

0.811

0.830

0.830

144667

36279

0.799

0.665

0.726

0.729

23s

rRNA

223064

38682

0.852

0.800

0.825

0.826

64360

14886

0.812

0.680

0.740

0.743

tRNA

1109

56

0.952

0.731

0.827

0.834

983

75

0.929

0.684

0.788

0.797

average

142969

25189

0.847

0.754

0.798

0.799

53199

13107

0.811

0.662

0.729

0.732

 

TP = correctly predicted base-pairs; FP = base-pairs in the predicted structures but not in the reference; TPR = True Positive Rate; PPV = Positive Predictive Value; (*)