CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	RNASampler(seed)		Pknots
MCC	0.546	>	0.541
Average MCC ± 95% Confidence Intervals	0.548 ± 0.226	<	0.612 ± 0.228
Sensitivity	0.409	<	0.514
Positive Predictive Value	0.734	>	0.575
Total TP	113	<	142
Total TN	50350	>	50257
Total FP	56	<	125
Total FP CONTRA	4	<	28
Total FP INCONS	37	<	77
Total FP COMP	15	<	20
Total FN	163	>	134
P-value	0.0

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

Total Scores
MCC	0.546
Average MCC ± 95% Confidence Intervals	0.548 ± 0.226
Sensitivity	0.409
Positive Predictive Value	0.734
Nr of predictions	9

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2KDQ_B	mir-TAR links to Rfam database...	0.95	0.91	1.00	10	396	0	0	0	0	1
2LC8_A	GP_knot1 links to Rfam database...	-0.01	0.00	0.00	0	1530	10	0	10	0	20
3A3A_A	tRNA-Sec links to Rfam database...	0.70	0.49	1.00	18	3637	0	0	0	0	19
3IVN_B	Purine links to Rfam database...	0.78	0.61	1.00	19	2327	0	0	0	0	12
3JYX_4	5_8S_rRNA links to Rfam database...	0.39	0.30	0.50	10	12226	13	2	8	3	23
3O58_3	5_8S_rRNA links to Rfam database...	0.45	0.34	0.60	12	12383	12	2	6	4	23
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...	0.60	0.38	0.94	16	3899	1	0	1	0	26
4A1C_2	5_8S_rRNA links to Rfam database...	0.31	0.24	0.40	8	11761	20	0	12	8	25

Total Scores
MCC	0.541
Average MCC ± 95% Confidence Intervals	0.612 ± 0.228
Sensitivity	0.514
Positive Predictive Value	0.575
Nr of predictions	9

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2KDQ_B	mir-TAR links to Rfam database...	0.95	0.91	1.00	10	396	0	0	0	0	1
2LC8_A	GP_knot1 links to Rfam database...	0.79	0.75	0.83	15	1522	3	1	2	0	5
3A3A_A	tRNA-Sec links to Rfam database...	0.87	0.76	1.00	28	3627	0	0	0	0	9
3IVN_B	Purine links to Rfam database...	0.78	0.65	0.95	20	2325	1	0	1	0	11
3JYX_4	5_8S_rRNA links to Rfam database...	0.18	0.21	0.16	7	12203	41	13	23	5	26
3O58_3	5_8S_rRNA links to Rfam database...	0.27	0.31	0.24	11	12357	38	11	24	3	24
3RKF_A	Purine links to Rfam database...	0.77	0.62	0.95	21	2189	1	0	1	0	13
3SD1_A	THF links to Rfam database...	0.65	0.52	0.81	22	3889	5	0	5	0	20
4A1C_2	5_8S_rRNA links to Rfam database...	0.24	0.24	0.25	8	11749	36	3	21	12	25

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