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; (*)