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 RNASampler(seed) - scored lower in this pairwise comparison

Total counts & total scores
Individual counts

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

Overview

Metric	Multilign(seed)		RNASampler(seed)
MCC	0.588	>	0.564
Average MCC ± 95% Confidence Intervals	0.556 ± 0.648	>	0.514 ± 0.566
Sensitivity	0.483	>	0.405
Positive Predictive Value	0.727	<	0.797
Total TP	56	>	47
Total TN	8580	<	8598
Total FP	21	>	12
Total FP CONTRA	2	>	0
Total FP INCONS	19	>	12
Total FP COMP	0	=	0
Total FN	60	<	69
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	56
Total TN	8580
Total FP	21
Total FP CONTRA	2
Total FP INCONS	19
Total FP COMP	0
Total FN	60

Total Scores
MCC	0.588
Average MCC ± 95% Confidence Intervals	0.556 ± 0.648
Sensitivity	0.483
Positive Predictive Value	0.727
Nr of predictions	4

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

Performance of RNASampler(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP	47
Total TN	8598
Total FP	12
Total FP CONTRA	0
Total FP INCONS	12
Total FP COMP	0
Total FN	69

Total Scores
MCC	0.564
Average MCC ± 95% Confidence Intervals	0.514 ± 0.566
Sensitivity	0.405
Positive Predictive Value	0.797
Nr of predictions	4

2. Individual counts for RNASampler(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...	0.71	0.55	0.92	11	978	1	0	1	0	9
2LC8_A	GP_knot1 links to Rfam database...	-0.01	0.00	0.00	0	1530	10	0	10	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...	0.60	0.38	0.94	16	3899	1	0	1	0	26

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