CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	RSpredict(20)		Alterna
MCC	0.828	>	0.593
Average MCC ± 95% Confidence Intervals	0.826 ± 0.181	>	0.591 ± 0.291
Sensitivity	0.760	>	0.596
Positive Predictive Value	0.909	>	0.607
Total TP	130	>	102
Total TN	7781	>	7756
Total FP	15	<	67
Total FP CONTRA	8	<	18
Total FP INCONS	5	<	48
Total FP COMP	2	>	1
Total FN	41	<	69
P-value	0.0

Comparison of performance of RSpredict(20) and Alterna. 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 RSpredict(20) and Alterna).
Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for RSpredict(20) and Alterna).
Comparison of average Matthews Correlation Coefficients (MCCs) for RSpredict(20) and Alterna. 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 RSpredict(20) and Alterna).

Total Scores
MCC	0.828
Average MCC ± 95% Confidence Intervals	0.826 ± 0.181
Sensitivity	0.760
Positive Predictive Value	0.909
Nr of predictions	7

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
3A2K_C	tRNA links to Rfam database...	0.88	0.86	0.90	19	1087	2	0	2	0	3
3GX2_A	SAM links to Rfam database...	0.40	0.21	0.75	6	1441	2	1	1	0	22
3IVN_B	Purine links to Rfam database...	0.91	0.87	0.95	20	882	1	1	0	0	3
3JYV_7	tRNA links to Rfam database...	0.97	0.95	1.00	19	1092	2	0	0	2	1
3LA5_A	Purine links to Rfam database...	0.89	0.80	1.00	20	934	0	0	0	0	5
3RKF_A	Purine links to Rfam database...	0.91	0.88	0.95	21	844	1	1	0	0	3
3SD1_A	THF links to Rfam database...	0.82	0.86	0.78	25	1501	7	5	2	0	4

Total Scores
MCC	0.593
Average MCC ± 95% Confidence Intervals	0.591 ± 0.291
Sensitivity	0.596
Positive Predictive Value	0.607
Nr of predictions	7

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
3A2K_C	tRNA links to Rfam database...	0.49	0.55	0.46	12	1082	14	3	11	0	10
3GX2_A	SAM links to Rfam database...	0.56	0.57	0.57	16	1421	13	4	8	1	12
3IVN_B	Purine links to Rfam database...	0.81	0.78	0.86	18	882	3	2	1	0	5
3JYV_7	tRNA links to Rfam database...	-0.02	0.00	0.00	0	1089	22	4	18	0	20
3LA5_A	Purine links to Rfam database...	0.91	0.84	1.00	21	933	0	0	0	0	4
3RKF_A	Purine links to Rfam database...	0.82	0.79	0.86	19	844	3	1	2	0	5
3SD1_A	THF links to Rfam database...	0.55	0.55	0.57	16	1505	12	4	8	0	13

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