CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	TurboFold(seed)		MaxExpect
MCC	0.787	>	0.641
Average MCC ± 95% Confidence Intervals	0.805 ± 0.066	>	0.619 ± 0.111
Sensitivity	0.760	>	0.652
Positive Predictive Value	0.815	>	0.631
Total TP	1052	>	902
Total TN	797739	>	797601
Total FP	383	<	667
Total FP CONTRA	40	<	123
Total FP INCONS	199	<	404
Total FP COMP	144	>	140
Total FN	332	<	482
P-value	3.13260312532e-08

Comparison of performance of TurboFold(seed) and MaxExpect. 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 TurboFold(seed) and MaxExpect).
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 TurboFold(seed) and MaxExpect).
Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(seed) and MaxExpect. 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 TurboFold(seed) and MaxExpect).

Total Scores
MCC	0.787
Average MCC ± 95% Confidence Intervals	0.805 ± 0.066
Sensitivity	0.760
Positive Predictive Value	0.815
Nr of predictions	18

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
ASE_00210	RNaseP_arch links to Rfam database...	0.71	0.68	0.75	44	27202	16	4	11	1	21
RFA_00626	rne5 links to Rfam database...	0.90	0.85	0.95	74	56538	17	0	4	13	13
RFA_00627	rne5 links to Rfam database...	0.85	0.82	0.89	71	56873	23	0	9	14	16
RFA_00628	rne5 links to Rfam database...	0.92	0.90	0.95	77	57210	17	0	4	13	9
RFA_00630	rne5 links to Rfam database...	0.83	0.79	0.87	69	56874	22	0	10	12	18
RFA_00805	RNAIII links to Rfam database...	0.87	0.82	0.93	123	133254	13	0	9	4	27
RFA_00814	R2_retro_el links to Rfam database...	0.92	0.85	1.00	35	25165	13	0	0	13	6
RFA_00816	R2_retro_el links to Rfam database...	1.00	1.00	1.00	41	23179	14	0	0	14	0
RFA_00817	R2_retro_el links to Rfam database...	0.95	0.90	1.00	37	21908	7	0	0	7	4
RFA_00818	R2_retro_el links to Rfam database...	0.85	0.80	0.89	33	20264	11	1	3	7	8
RFA_00819	R2_retro_el links to Rfam database...	0.98	0.95	1.00	39	27927	27	0	0	27	2
SRP_00241	Plant_SRP links to Rfam database...	0.56	0.59	0.54	48	45967	43	12	29	2	34
SRP_00257	Metazoa_SRP links to Rfam database...	0.78	0.72	0.85	78	50948	16	4	10	2	30
SRP_00308	Bacteria_large_SRP links to Rfam database...	0.76	0.74	0.77	65	36231	20	2	17	1	23
SRP_00328	Metazoa_SRP links to Rfam database...	0.69	0.67	0.70	57	39540	27	5	19	3	28
SRP_00329	Metazoa_SRP links to Rfam database...	0.65	0.64	0.67	54	39822	30	3	24	3	31
SRP_00331	Metazoa_SRP links to Rfam database...	0.67	0.66	0.68	57	37591	29	3	24	2	30
SRP_00340	Metazoa_SRP links to Rfam database...	0.61	0.61	0.61	50	41246	38	6	26	6	32

Total Scores
MCC	0.641
Average MCC ± 95% Confidence Intervals	0.619 ± 0.111
Sensitivity	0.652
Positive Predictive Value	0.631
Nr of predictions	18

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
ASE_00210	RNaseP_arch links to Rfam database...	0.65	0.66	0.64	43	27194	24	6	18	0	22
RFA_00626	rne5 links to Rfam database...	0.88	0.84	0.92	73	56537	23	2	4	17	14
RFA_00627	rne5 links to Rfam database...	0.71	0.68	0.74	59	56873	37	5	16	16	28
RFA_00628	rne5 links to Rfam database...	0.91	0.88	0.94	76	57210	25	0	5	20	10
RFA_00630	rne5 links to Rfam database...	0.66	0.66	0.66	57	56867	44	7	22	15	30
RFA_00805	RNAIII links to Rfam database...	0.72	0.69	0.75	104	133247	44	5	30	9	46
RFA_00814	R2_retro_el links to Rfam database...	0.24	0.27	0.22	11	25149	45	9	31	5	30
RFA_00816	R2_retro_el links to Rfam database...	0.63	0.66	0.60	27	23175	24	11	7	6	14
RFA_00817	R2_retro_el links to Rfam database...	0.10	0.12	0.08	5	21883	57	17	40	0	36
RFA_00818	R2_retro_el links to Rfam database...	0.48	0.54	0.43	22	20250	30	12	17	1	19
RFA_00819	R2_retro_el links to Rfam database...	0.96	0.95	0.98	39	27926	33	0	1	32	2
SRP_00241	Plant_SRP links to Rfam database...	0.44	0.48	0.41	39	45961	58	14	42	2	43
SRP_00257	Metazoa_SRP links to Rfam database...	0.84	0.84	0.84	91	50932	19	3	14	2	17
SRP_00308	Bacteria_large_SRP links to Rfam database...	0.72	0.73	0.72	64	36226	26	2	23	1	24
SRP_00328	Metazoa_SRP links to Rfam database...	0.62	0.64	0.61	54	39532	40	8	27	5	31
SRP_00329	Metazoa_SRP links to Rfam database...	0.57	0.58	0.57	49	39817	41	6	31	4	36
SRP_00331	Metazoa_SRP links to Rfam database...	0.52	0.53	0.52	46	37586	45	7	36	2	41
SRP_00340	Metazoa_SRP links to Rfam database...	0.49	0.52	0.47	43	41236	52	9	40	3	39

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