CompaRNA - on-line benchmarks of RNA structure prediction methods

CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Table of contents:

Overview

Performance Plots

Performance of Multilign(seed) - scored higher in this pairwise comparison

Total counts & total scores
Individual counts

Performance of Vsfold5 - scored lower in this pairwise comparison

Total counts & total scores
Individual counts

Compile and download dataset for Multilign(seed) & Vsfold5 [.zip] - may take several seconds...

Overview

Metric	Multilign(seed)		Vsfold5
MCC	0.593	>	0.380
Average MCC ± 95% Confidence Intervals	0.567 ± 0.439	>	0.397 ± 0.527
Sensitivity	0.475	>	0.316
Positive Predictive Value	0.750	>	0.472
Total TP	75	>	50
Total TN	12928	>	12922
Total FP	26	<	57
Total FP CONTRA	2	>	1
Total FP INCONS	23	<	55
Total FP COMP	1	=	1
Total FN	83	<	108
P-value	0.0

Performance plots

Performance of Multilign(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for Multilign(seed)

Total Base Pair Counts
Total TP	75
Total TN	12928
Total FP	26
Total FP CONTRA	2
Total FP INCONS	23
Total FP COMP	1
Total FN	83

Total Scores
MCC	0.593
Average MCC ± 95% Confidence Intervals	0.567 ± 0.439
Sensitivity	0.475
Positive Predictive Value	0.750
Nr of predictions	5

2. Individual counts for Multilign(seed) [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2L94_A	HIV_FE links to Rfam database...	0.92	0.85	1.00	17	973	0	0	0	0	3
2LC8_A	GP_knot1 links to Rfam database...	-0.01	0.00	0.00	0	1528	12	1	11	0	20
3RKF_A	Purine links to Rfam database...	0.76	0.59	1.00	20	2191	0	0	0	0	14
3SD1_A	THF links to Rfam database...	0.55	0.45	0.68	19	3888	9	1	8	0	23
4AOB_A	SAM links to Rfam database...	0.61	0.45	0.83	19	4348	5	0	4	1	23

Performance of Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP	50
Total TN	12922
Total FP	57
Total FP CONTRA	1
Total FP INCONS	55
Total FP COMP	1
Total FN	108

Total Scores
MCC	0.380
Average MCC ± 95% Confidence Intervals	0.397 ± 0.527
Sensitivity	0.316
Positive Predictive Value	0.472
Nr of predictions	5

2. Individual counts for Vsfold5 [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2L94_A	HIV_FE links to Rfam database...	0.95	0.90	1.00	18	972	0	0	0	0	2
2LC8_A	GP_knot1 links to Rfam database...	-0.01	0.00	0.00	0	1527	13	0	13	0	20
3RKF_A	Purine links to Rfam database...	0.75	0.65	0.88	22	2186	3	0	3	0	12
3SD1_A	THF links to Rfam database...	0.11	0.10	0.15	4	3890	22	0	22	0	38
4AOB_A	SAM links to Rfam database...	0.18	0.14	0.25	6	4347	19	1	17	1	36

Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.