CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	Multilign(seed)		PknotsRG
MCC	0.558	>	0.557
Average MCC ± 95% Confidence Intervals	0.538 ± 0.265	<	0.603 ± 0.177
Sensitivity	0.434	<	0.476
Positive Predictive Value	0.725	>	0.660
Total TP	124	<	136
Total TN	36957	>	36922
Total FP	49	<	87
Total FP CONTRA	6	<	8
Total FP INCONS	41	<	62
Total FP COMP	2	<	17
Total FN	162	>	150
P-value	0.0

Comparison of performance of Multilign(seed) and PknotsRG. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for Multilign(seed) and PknotsRG).
Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(seed) and PknotsRG. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for Multilign(seed) and PknotsRG).

Total Scores
MCC	0.558
Average MCC ± 95% Confidence Intervals	0.538 ± 0.265
Sensitivity	0.434
Positive Predictive Value	0.725
Nr of predictions	8

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
3W3S_B	tRNA-Sec links to Rfam database...	0.84	0.73	0.97	29	4723	2	0	1	1	11
3ZEX_C	5_8S_rRNA links to Rfam database...	0.39	0.27	0.58	14	14172	10	3	7	0	38
4AOB_A	SAM links to Rfam database...	0.61	0.45	0.83	19	4348	5	0	4	1	23
4FRN_A	AdoCbl-variant links to Rfam database...	0.24	0.17	0.35	6	5134	11	1	10	0	30

Total Scores
MCC	0.557
Average MCC ± 95% Confidence Intervals	0.603 ± 0.177
Sensitivity	0.476
Positive Predictive Value	0.660
Nr of predictions	8

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
2LC8_A	GP_knot1 links to Rfam database...	0.63	0.55	0.73	11	1525	4	1	3	0	9
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...	0.61	0.50	0.75	21	3888	7	1	6	0	21
3W3S_B	tRNA-Sec links to Rfam database...	0.58	0.53	0.66	21	4721	12	1	10	1	19
3ZEX_C	5_8S_rRNA links to Rfam database...	0.24	0.21	0.28	11	14157	43	1	27	15	41
4AOB_A	SAM links to Rfam database...	0.50	0.40	0.63	17	4344	11	2	8	1	25
4FRN_A	AdoCbl-variant links to Rfam database...	0.52	0.44	0.62	16	5125	10	2	8	0	20

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