CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	Sfold		RNASampler(seed)
MCC	0.695	>	0.640
Average MCC ± 95% Confidence Intervals	0.677 ± 0.265	>	0.602 ± 0.309
Sensitivity	0.669	>	0.554
Positive Predictive Value	0.730	<	0.748
Total TP	111	>	92
Total TN	14458	<	14487
Total FP	61	>	44
Total FP CONTRA	12	>	9
Total FP INCONS	29	>	22
Total FP COMP	20	>	13
Total FN	55	<	74
P-value	0.0

Comparison of performance of Sfold and RNASampler(seed). 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 Sfold and RNASampler(seed)).
Comparison of average Matthews Correlation Coefficients (MCCs) for Sfold and RNASampler(seed). 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 Sfold and RNASampler(seed)).

Total Scores
MCC	0.695
Average MCC ± 95% Confidence Intervals	0.677 ± 0.265
Sensitivity	0.669
Positive Predictive Value	0.730
Nr of predictions	7

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...	0.46	0.39	0.58	7	516	5	0	5	0	11
3A3A_A	tRNA-Sec links to Rfam database...	0.97	0.93	1.00	28	1472	0	0	0	0	2
3IVN_B	Purine links to Rfam database...	0.91	0.83	1.00	19	884	0	0	0	0	4
3O58_3	5_8S_rRNA links to Rfam database...	0.51	0.50	0.52	11	4743	18	2	8	8	11
3RKF_A	Purine links to Rfam database...	0.91	0.83	1.00	20	846	0	0	0	0	4
3SD1_A	THF links to Rfam database...	0.78	0.72	0.84	21	1508	4	2	2	0	8
4A1C_2	5_8S_rRNA links to Rfam database...	0.21	0.25	0.19	5	4489	34	8	14	12	15

Total Scores
MCC	0.640
Average MCC ± 95% Confidence Intervals	0.602 ± 0.309
Sensitivity	0.554
Positive Predictive Value	0.748
Nr of predictions	7

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...	-0.03	0.00	0.00	0	518	10	0	10	0	18
3A3A_A	tRNA-Sec links to Rfam database...	0.77	0.60	1.00	18	1482	0	0	0	0	12
3IVN_B	Purine links to Rfam database...	0.91	0.83	1.00	19	884	0	0	0	0	4
3O58_3	5_8S_rRNA links to Rfam database...	0.54	0.50	0.58	11	4745	13	5	3	5	11
3RKF_A	Purine links to Rfam database...	0.91	0.83	1.00	20	846	0	0	0	0	4
3SD1_A	THF links to Rfam database...	0.72	0.55	0.94	16	1516	1	0	1	0	13
4A1C_2	5_8S_rRNA links to Rfam database...	0.40	0.40	0.40	8	4496	20	4	8	8	12

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