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 PPfold(20) - scored higher in this pairwise comparison

Total counts & total scores
Individual counts

Performance of Cylofold - scored lower in this pairwise comparison

Total counts & total scores
Individual counts

Compile and download dataset for PPfold(20) & Cylofold [.zip] - may take several seconds...

Overview

Metric	PPfold(20)		Cylofold
MCC	0.702	>	0.689
Average MCC ± 95% Confidence Intervals	0.682 ± 0.096	<	0.732 ± 0.193
Sensitivity	0.542	<	0.576
Positive Predictive Value	0.917	>	0.830
Total TP	110	<	117
Total TN	16972	>	16951
Total FP	12	<	27
Total FP CONTRA	0	<	2
Total FP INCONS	10	<	22
Total FP COMP	2	<	3
Total FN	93	>	86
P-value	0.0

Performance plots

Performance of PPfold(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PPfold(20)

Total Base Pair Counts
Total TP	110
Total TN	16972
Total FP	12
Total FP CONTRA	0
Total FP INCONS	10
Total FP COMP	2
Total FN	93

Total Scores
MCC	0.702
Average MCC ± 95% Confidence Intervals	0.682 ± 0.096
Sensitivity	0.542
Positive Predictive Value	0.917
Nr of predictions	7

2. Individual counts for PPfold(20) [ 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...	0.63	0.45	0.90	9	980	1	0	1	0	11
3AMU_B	tRNA links to Rfam database...	0.86	0.74	1.00	20	2983	1	0	0	1	7
3RKF_A	Purine links to Rfam database...	0.73	0.56	0.95	19	2191	1	0	1	0	15
3SD1_A	THF links to Rfam database...	0.68	0.52	0.88	22	3891	3	0	3	0	20
4AOB_A	SAM links to Rfam database...	0.74	0.60	0.93	25	4344	3	0	2	1	17
4ENB_A	crcB links to Rfam database...	0.56	0.37	0.88	7	1267	1	0	1	0	12
4ENC_A	crcB links to Rfam database...	0.58	0.42	0.80	8	1316	2	0	2	0	11

Performance of Cylofold - scored lower in this pairwise comparison

1. Total counts & total scores for Cylofold

Total Base Pair Counts
Total TP	117
Total TN	16951
Total FP	27
Total FP CONTRA	2
Total FP INCONS	22
Total FP COMP	3
Total FN	86

Total Scores
MCC	0.689
Average MCC ± 95% Confidence Intervals	0.732 ± 0.193
Sensitivity	0.576
Positive Predictive Value	0.830
Nr of predictions	7

2. Individual counts for Cylofold [ 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...	0.97	0.95	1.00	19	971	0	0	0	0	1
3AMU_B	tRNA links to Rfam database...	0.67	0.59	0.76	16	2982	7	0	5	2	11
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...	0.62	0.50	0.78	21	3889	6	0	6	0	21
4AOB_A	SAM links to Rfam database...	0.35	0.26	0.48	11	4348	13	1	11	1	31
4ENB_A	crcB links to Rfam database...	0.89	0.79	1.00	15	1260	0	0	0	0	4
4ENC_A	crcB links to Rfam database...	0.86	0.79	0.94	15	1310	1	1	0	0	4

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