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 Murlet(seed) - scored higher in this pairwise comparison

Total counts & total scores
Individual counts

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

Total counts & total scores
Individual counts

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

Overview

Metric	Murlet(seed)		PPfold(seed)
MCC	0.451	>	0.133
Average MCC ± 95% Confidence Intervals	0.448 ± 0.192	>	0.078 ± 0.162
Sensitivity	0.268	>	0.033
Positive Predictive Value	0.767	>	0.538
Total TP	56	>	7
Total TN	26347	<	26407
Total FP	18	<	25
Total FP CONTRA	1	>	0
Total FP INCONS	16	>	6
Total FP COMP	1	<	19
Total FN	153	<	202
P-value	0.0

Performance plots

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

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

Total Base Pair Counts
Total TP	56
Total TN	26347
Total FP	18
Total FP CONTRA	1
Total FP INCONS	16
Total FP COMP	1
Total FN	153

Total Scores
MCC	0.451
Average MCC ± 95% Confidence Intervals	0.448 ± 0.192
Sensitivity	0.268
Positive Predictive Value	0.767
Nr of predictions	7

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2LC8_A	GP_knot1 links to Rfam database...	-0.01	0.00	0.00	0	1528	12	0	12	0	20
3RKF_A	Purine links to Rfam database...	0.53	0.35	0.80	12	2196	3	1	2	0	22
3SD1_A	THF links to Rfam database...	0.47	0.26	0.85	11	3903	2	0	2	0	31
4A1C_2	5_8S_rRNA links to Rfam database...	0.46	0.21	1.00	7	11774	0	0	0	0	26
4AOB_A	SAM links to Rfam database...	0.58	0.33	1.00	14	4357	1	0	0	1	28
4ENB_A	crcB links to Rfam database...	0.56	0.32	1.00	6	1269	0	0	0	0	13
4ENC_A	crcB links to Rfam database...	0.56	0.32	1.00	6	1320	0	0	0	0	13

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

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

Total Base Pair Counts
Total TP	7
Total TN	26407
Total FP	25
Total FP CONTRA	0
Total FP INCONS	6
Total FP COMP	19
Total FN	202

Total Scores
MCC	0.133
Average MCC ± 95% Confidence Intervals	0.078 ± 0.162
Sensitivity	0.033
Positive Predictive Value	0.538
Nr of predictions	7

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2LC8_A	GP_knot1 links to Rfam database...	0.47	0.30	0.75	6	1532	2	0	2	0	14
3RKF_A	Purine links to Rfam database...	0.00	0.00	0.00	0	2211	0	0	0	0	34
3SD1_A	THF links to Rfam database...	0.00	0.00	0.00	0	3916	0	0	0	0	42
4A1C_2	5_8S_rRNA links to Rfam database...	0.08	0.03	0.20	1	11776	23	0	4	19	32
4AOB_A	SAM links to Rfam database...	0.00	0.00	0.00	0	4371	0	0	0	0	42
4ENB_A	crcB links to Rfam database...	0.00	0.00	0.00	0	1275	0	0	0	0	19
4ENC_A	crcB links to Rfam database...	0.00	0.00	0.00	0	1326	0	0	0	0	19

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