CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	CentroidAlifold(seed)		Multilign(20)
MCC	0.720	>	0.657
Average MCC ± 95% Confidence Intervals	0.721 ± 0.013	>	0.660 ± 0.020
Sensitivity	0.545	<	0.594
Positive Predictive Value	0.952	>	0.728
Total TP	8796	<	9587
Total TN	8981589	>	8977664
Total FP	516	<	4150
Total FP CONTRA	75	<	342
Total FP INCONS	366	<	3233
Total FP COMP	75	<	575
Total FN	7346	>	6555
P-value	3.56938820447e-08

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Performance plots

Comparison of performance of CentroidAlifold(seed) and Multilign(20). 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 CentroidAlifold(seed) and Multilign(20)).
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 CentroidAlifold(seed) and Multilign(20)).
Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(seed) and Multilign(20). 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 CentroidAlifold(seed) and Multilign(20)).

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Performance of CentroidAlifold(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidAlifold(seed)

Total Base Pair Counts
Total TP	8796
Total TN	8981589
Total FP	516
Total FP CONTRA	75
Total FP INCONS	366
Total FP COMP	75
Total FN	7346

Total Scores
MCC	0.720
Average MCC ± 95% Confidence Intervals	0.721 ± 0.013
Sensitivity	0.545
Positive Predictive Value	0.952
Nr of predictions	152

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2. Individual counts for CentroidAlifold(seed) [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
ASE_00005	RNaseP_bact_a links to Rfam database...	0.75	0.57	0.97	67	57901	2	0	2	0	50
ASE_00006	RNaseP_bact_a links to Rfam database...	0.58	0.44	0.76	41	47532	13	0	13	0	52
ASE_00007	RNaseP_bact_a links to Rfam database...	0.83	0.71	0.98	78	59605	2	0	2	0	32
ASE_00012	RNaseP_bact_a links to Rfam database...	0.75	0.59	0.95	73	73843	7	1	3	3	50
ASE_00018	RNaseP_bact_a links to Rfam database...	0.78	0.60	1.00	81	80520	0	0	0	0	53
ASE_00020	RNaseP_bact_a links to Rfam database...	0.63	0.43	0.93	54	73862	4	3	1	0	72
ASE_00021	RNaseP_bact_a links to Rfam database...	0.63	0.44	0.90	71	104117	11	2	6	3	89
ASE_00035	RNaseP_bact_a links to Rfam database...	0.77	0.64	0.94	75	70420	8	0	5	3	43
ASE_00037	RNaseP_bact_a links to Rfam database...	0.84	0.71	1.00	78	59262	1	0	0	1	32
ASE_00038	RNaseP_bact_a links to Rfam database...	0.74	0.54	1.00	55	53573	0	0	0	0	46
ASE_00040	RNaseP_bact_a links to Rfam database...	0.77	0.59	1.00	79	78924	2	0	0	2	54
ASE_00041	RNaseP_bact_a links to Rfam database...	0.77	0.64	0.92	69	57555	6	0	6	0	39
ASE_00042	RNaseP_bact_a links to Rfam database...	0.65	0.49	0.87	71	90018	11	0	11	0	74
ASE_00044	RNaseP_bact_a links to Rfam database...	0.83	0.70	1.00	73	54542	0	0	0	0	32
ASE_00064	RNaseP_bact_a links to Rfam database...	0.77	0.60	1.00	53	45398	0	0	0	0	36
ASE_00068	RNaseP_bact_a links to Rfam database...	0.54	0.38	0.78	32	37634	9	0	9	0	53
ASE_00074	RNaseP_bact_a links to Rfam database...	0.83	0.69	1.00	82	67814	1	0	0	1	37
ASE_00075	RNaseP_bact_a links to Rfam database...	0.64	0.44	0.92	71	108734	11	1	5	5	91
ASE_00077	RNaseP_bact_a links to Rfam database...	0.79	0.64	0.96	55	45093	2	1	1	0	31
ASE_00078	RNaseP_bact_a links to Rfam database...	0.83	0.69	1.00	57	43014	0	0	0	0	26
ASE_00080	RNaseP_bact_a links to Rfam database...	0.45	0.30	0.66	37	71575	19	1	18	0	86
ASE_00081	RNaseP_bact_a links to Rfam database...	0.77	0.59	1.00	57	49713	0	0	0	0	40
ASE_00082	RNaseP_bact_a links to Rfam database...	0.66	0.43	1.00	50	70450	6	0	0	6	66
ASE_00083	RNaseP_bact_a links to Rfam database...	0.72	0.52	1.00	57	62424	0	0	0	0	53
ASE_00084	RNaseP_bact_a links to Rfam database...	0.75	0.57	0.98	56	53571	1	1	0	0	43
ASE_00087	RNaseP_bact_a links to Rfam database...	0.60	0.38	0.95	54	88353	3	0	3	0	90
ASE_00090	RNaseP_bact_a links to Rfam database...	0.75	0.56	1.00	57	55554	0	0	0	0	44
ASE_00092	RNaseP_bact_a links to Rfam database...	0.70	0.50	0.98	56	63489	1	1	0	0	57
ASE_00099	RNaseP_bact_a links to Rfam database...	0.82	0.67	1.00	80	64540	0	0	0	0	40
ASE_00104	RNaseP_bact_a links to Rfam database...	0.81	0.67	0.99	80	64180	1	0	1	0	39
ASE_00105	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.76	44	64203	14	4	10	0	67
ASE_00107	RNaseP_bact_a links to Rfam database...	0.78	0.63	0.96	80	73070	3	0	3	0	47
ASE_00115	RNaseP_bact_a links to Rfam database...	0.74	0.54	1.00	55	54560	0	0	0	0	46
ASE_00118	RNaseP_bact_a links to Rfam database...	0.68	0.49	0.94	50	60673	4	1	2	1	52
ASE_00119	RNaseP_bact_a links to Rfam database...	0.66	0.44	0.98	48	62786	1	1	0	0	60
ASE_00123	RNaseP_bact_a links to Rfam database...	0.68	0.48	0.95	41	38460	2	0	2	0	44
ASE_00128	RNaseP_bact_a links to Rfam database...	0.73	0.54	1.00	54	53247	0	0	0	0	46
ASE_00129	RNaseP_bact_a links to Rfam database...	0.71	0.50	1.00	56	62779	0	0	0	0	55
ASE_00131	RNaseP_bact_a links to Rfam database...	0.65	0.44	0.97	37	39302	1	1	0	0	48
ASE_00134	RNaseP_bact_a links to Rfam database...	0.69	0.54	0.89	51	50346	6	0	6	0	44
ASE_00135	RNaseP_bact_a links to Rfam database...	0.53	0.39	0.74	42	63133	15	0	15	0	67
ASE_00136	RNaseP_bact_a links to Rfam database...	0.75	0.59	0.95	54	48148	3	0	3	0	38
ASE_00137	RNaseP_bact_a links to Rfam database...	0.70	0.53	0.93	52	48460	4	0	4	0	46
ASE_00138	RNaseP_bact_a links to Rfam database...	0.79	0.63	1.00	51	40419	0	0	0	0	30
ASE_00140	RNaseP_bact_a links to Rfam database...	0.64	0.43	0.95	54	70819	3	3	0	0	71
ASE_00142	RNaseP_bact_a links to Rfam database...	0.77	0.61	0.97	75	67084	4	0	2	2	47
ASE_00146	RNaseP_bact_a links to Rfam database...	0.78	0.62	0.97	77	70797	2	0	2	0	47
ASE_00153	RNaseP_nuc links to Rfam database...	0.67	0.53	0.85	39	57584	7	1	6	0	34
ASE_00163	RNaseP_bact_a links to Rfam database...	0.77	0.59	1.00	55	53246	0	0	0	0	38
ASE_00165	RNaseP_bact_a links to Rfam database...	0.69	0.50	0.94	51	52921	4	1	2	1	50
ASE_00170	RNaseP_bact_a links to Rfam database...	0.78	0.60	1.00	56	48772	0	0	0	0	37
ASE_00171	RNaseP_bact_a links to Rfam database...	0.76	0.59	1.00	55	48461	1	0	0	1	39
ASE_00172	RNaseP_bact_a links to Rfam database...	0.72	0.53	0.98	56	58939	1	1	0	0	50
ASE_00174	RNaseP_bact_a links to Rfam database...	0.60	0.43	0.82	47	61018	10	1	9	0	62
ASE_00175	RNaseP_bact_a links to Rfam database...	0.71	0.51	0.98	55	59975	1	1	0	0	52
ASE_00179	RNaseP_bact_a links to Rfam database...	0.79	0.63	0.98	53	44199	2	0	1	1	31
ASE_00180	RNaseP_bact_a links to Rfam database...	0.73	0.54	0.98	54	51305	1	1	0	0	46
ASE_00181	RNaseP_bact_a links to Rfam database...	0.71	0.52	0.96	55	57573	3	2	0	1	51
ASE_00182	RNaseP_bact_a links to Rfam database...	0.61	0.40	0.95	54	84198	3	0	3	0	82
ASE_00184	RNaseP_bact_a links to Rfam database...	0.75	0.56	1.00	57	54558	0	0	0	0	45
ASE_00185	RNaseP_bact_a links to Rfam database...	0.64	0.41	0.98	53	73482	1	1	0	0	75
ASE_00190	RNaseP_bact_b links to Rfam database...	0.74	0.54	1.00	49	45402	3	0	0	3	41
ASE_00197	RNaseP_bact_a links to Rfam database...	0.63	0.46	0.86	67	89175	12	0	11	1	78
ASE_00203	RNaseP_bact_a links to Rfam database...	0.72	0.55	0.93	53	46608	4	2	2	0	43
ASE_00212	RNaseP_bact_a links to Rfam database...	0.63	0.45	0.89	66	93887	9	0	8	1	82
ASE_00214	RNaseP_bact_a links to Rfam database...	0.73	0.54	0.98	56	56223	2	1	0	1	47
ASE_00215	RNaseP_bact_a links to Rfam database...	0.51	0.32	0.82	32	48477	7	0	7	0	67
ASE_00216	RNaseP_bact_a links to Rfam database...	0.81	0.66	1.00	54	39286	0	0	0	0	28
ASE_00217	RNaseP_bact_a links to Rfam database...	0.82	0.67	1.00	60	40410	1	0	0	1	30
ASE_00221	RNaseP_bact_a links to Rfam database...	0.83	0.70	0.99	82	64537	1	0	1	0	35
ASE_00228	RNaseP_bact_a links to Rfam database...	0.72	0.57	0.91	49	46917	6	3	2	1	37
ASE_00229	RNaseP_bact_a links to Rfam database...	0.78	0.61	1.00	53	42433	2	0	0	2	34
ASE_00231	RNaseP_bact_a links to Rfam database...	0.59	0.45	0.78	43	47840	12	0	12	0	53
ASE_00232	RNaseP_bact_a links to Rfam database...	0.81	0.65	1.00	55	38448	0	0	0	0	29
ASE_00234	RNaseP_bact_a links to Rfam database...	0.64	0.43	0.95	55	75408	3	3	0	0	74
ASE_00238	RNaseP_bact_a links to Rfam database...	0.61	0.44	0.86	50	64203	8	2	6	0	64
ASE_00241	RNaseP_bact_a links to Rfam database...	0.79	0.64	0.98	56	43899	1	0	1	0	31
ASE_00242	RNaseP_bact_a links to Rfam database...	0.85	0.72	1.00	81	60994	1	0	0	1	31
ASE_00254	RNaseP_bact_a links to Rfam database...	0.81	0.66	1.00	54	36802	0	0	0	0	28
ASE_00257	RNaseP_bact_a links to Rfam database...	0.68	0.52	0.91	50	50985	5	1	4	0	47
ASE_00263	RNaseP_bact_a links to Rfam database...	0.68	0.47	0.98	56	70443	1	1	0	0	64
ASE_00267	RNaseP_bact_a links to Rfam database...	0.80	0.64	1.00	56	45094	0	0	0	0	32
ASE_00270	RNaseP_bact_a links to Rfam database...	0.55	0.34	0.90	43	72342	6	0	5	1	85
ASE_00274	RNaseP_bact_a links to Rfam database...	0.71	0.53	0.95	55	55553	3	3	0	0	48
ASE_00277	RNaseP_bact_a links to Rfam database...	0.73	0.57	0.93	52	48149	4	3	1	0	39
ASE_00279	RNaseP_bact_a links to Rfam database...	0.73	0.54	0.98	55	53245	1	0	1	0	46
ASE_00280	RNaseP_bact_a links to Rfam database...	0.74	0.57	0.97	56	51945	2	1	1	0	42
ASE_00281	RNaseP_bact_a links to Rfam database...	0.78	0.63	0.98	55	44495	1	0	1	0	33
ASE_00282	RNaseP_bact_a links to Rfam database...	0.66	0.45	0.98	57	77757	1	1	0	0	70
ASE_00283	RNaseP_bact_a links to Rfam database...	0.72	0.52	0.98	56	61719	1	0	1	0	51
ASE_00284	RNaseP_bact_a links to Rfam database...	0.72	0.53	0.98	57	58253	1	1	0	0	51
ASE_00285	RNaseP_bact_a links to Rfam database...	0.68	0.47	1.00	57	68949	0	0	0	0	65
ASE_00286	RNaseP_bact_a links to Rfam database...	0.78	0.61	1.00	56	46609	0	0	0	0	36
ASE_00287	RNaseP_bact_a links to Rfam database...	0.67	0.50	0.89	51	54889	6	0	6	0	52
ASE_00292	RNaseP_bact_a links to Rfam database...	0.76	0.58	1.00	80	81730	1	0	0	1	58
ASE_00294	RNaseP_bact_a links to Rfam database...	0.68	0.47	0.98	81	114398	2	0	2	0	90
ASE_00296	RNaseP_bact_a links to Rfam database...	0.73	0.54	0.98	79	91725	3	0	2	1	66
ASE_00297	RNaseP_bact_a links to Rfam database...	0.61	0.45	0.83	44	52922	9	2	7	0	54
ASE_00298	RNaseP_bact_a links to Rfam database...	0.70	0.50	0.98	56	67471	1	1	0	0	57
ASE_00328	RNaseP_bact_b links to Rfam database...	0.83	0.70	1.00	78	72693	5	0	0	5	34
ASE_00332	RNaseP_bact_a links to Rfam database...	0.78	0.60	1.00	83	81727	0	0	0	0	55
ASE_00340	RNaseP_bact_a links to Rfam database...	0.73	0.56	0.94	48	46005	7	0	3	4	37
ASE_00342	RNaseP_bact_a links to Rfam database...	0.84	0.71	1.00	82	62399	0	0	0	0	33
ASE_00353	RNaseP_bact_a links to Rfam database...	0.72	0.52	0.98	56	57913	2	1	0	1	51
ASE_00361	RNaseP_bact_a links to Rfam database...	0.65	0.43	0.98	55	75410	1	1	0	0	72
ASE_00362	RNaseP_bact_a links to Rfam database...	0.78	0.62	1.00	56	48149	1	0	0	1	35
ASE_00363	RNaseP_bact_a links to Rfam database...	0.70	0.54	0.89	51	51303	6	0	6	0	43
ASE_00364	RNaseP_bact_a links to Rfam database...	0.66	0.49	0.89	51	54228	6	1	5	0	54
ASE_00366	RNaseP_bact_a links to Rfam database...	0.69	0.53	0.90	52	58595	6	2	4	0	46
ASE_00367	RNaseP_bact_a links to Rfam database...	0.81	0.65	1.00	56	43015	1	0	0	1	30
ASE_00369	RNaseP_bact_a links to Rfam database...	0.73	0.53	1.00	57	55888	0	0	0	0	50
ASE_00370	RNaseP_bact_a links to Rfam database...	0.78	0.62	0.98	52	41852	1	0	1	0	32
ASE_00372	RNaseP_bact_a links to Rfam database...	0.73	0.54	0.98	54	51948	1	0	1	0	46
ASE_00374	RNaseP_bact_a links to Rfam database...	0.78	0.60	1.00	53	44797	0	0	0	0	35
ASE_00376	RNaseP_bact_a links to Rfam database...	0.68	0.50	0.93	53	56896	4	0	4	0	52
ASE_00377	RNaseP_bact_a links to Rfam database...	0.67	0.50	0.91	53	57572	5	1	4	0	54
ASE_00379	RNaseP_bact_a links to Rfam database...	0.79	0.63	1.00	56	46000	1	0	0	1	33
ASE_00382	RNaseP_bact_a links to Rfam database...	0.80	0.64	1.00	54	41851	1	0	0	1	30
ASE_00383	RNaseP_bact_a links to Rfam database...	0.74	0.54	1.00	57	54558	0	0	0	0	48
ASE_00384	RNaseP_bact_a links to Rfam database...	0.78	0.61	1.00	56	48460	0	0	0	0	36
ASE_00386	RNaseP_bact_a links to Rfam database...	0.77	0.59	1.00	57	50346	0	0	0	0	39
ASE_00387	RNaseP_bact_a links to Rfam database...	0.63	0.46	0.87	48	55890	7	0	7	0	56
ASE_00388	RNaseP_bact_a links to Rfam database...	0.77	0.60	1.00	53	45700	1	0	0	1	36
ASE_00390	RNaseP_bact_a links to Rfam database...	0.78	0.62	0.98	53	42141	1	0	1	0	32
ASE_00393	RNaseP_bact_a links to Rfam database...	0.71	0.56	0.91	52	47838	5	0	5	0	41
ASE_00394	RNaseP_bact_a links to Rfam database...	0.76	0.58	1.00	54	46917	0	0	0	0	39
ASE_00395	RNaseP_bact_a links to Rfam database...	0.80	0.64	1.00	54	41562	0	0	0	0	30
ASE_00396	RNaseP_bact_a links to Rfam database...	0.81	0.65	1.00	54	41562	0	0	0	0	29
ASE_00397	RNaseP_bact_a links to Rfam database...	0.74	0.54	1.00	57	54558	0	0	0	0	48
ASE_00398	RNaseP_bact_a links to Rfam database...	0.72	0.52	1.00	54	55891	0	0	0	0	50
ASE_00400	RNaseP_bact_a links to Rfam database...	0.72	0.52	1.00	55	57915	1	0	0	1	51
ASE_00401	RNaseP_bact_a links to Rfam database...	0.62	0.40	0.96	50	76976	2	1	1	0	76
ASE_00402	RNaseP_bact_a links to Rfam database...	0.80	0.65	1.00	55	42431	0	0	0	0	30
ASE_00403	RNaseP_bact_a links to Rfam database...	0.73	0.53	1.00	57	55888	0	0	0	0	50
ASE_00404	RNaseP_bact_a links to Rfam database...	0.80	0.65	1.00	55	43016	1	0	0	1	30
ASE_00406	RNaseP_bact_a links to Rfam database...	0.78	0.61	1.00	57	48771	0	0	0	0	37
ASE_00411	RNaseP_bact_a links to Rfam database...	0.67	0.55	0.82	49	49395	11	5	6	0	40
ASE_00412	RNaseP_bact_a links to Rfam database...	0.63	0.47	0.84	49	58253	9	2	7	0	56
ASE_00413	RNaseP_bact_a links to Rfam database...	0.72	0.57	0.90	46	44500	7	2	3	2	35
ASE_00415	RNaseP_bact_a links to Rfam database...	0.57	0.40	0.80	41	54895	10	0	10	0	62
ASE_00416	RNaseP_bact_a links to Rfam database...	0.76	0.61	0.94	78	77338	5	1	4	0	49
ASE_00419	RNaseP_bact_a links to Rfam database...	0.67	0.50	0.89	51	54889	6	2	4	0	52
ASE_00422	RNaseP_bact_a links to Rfam database...	0.74	0.57	0.96	54	46915	3	0	2	1	40
ASE_00423	RNaseP_bact_a links to Rfam database...	0.77	0.64	0.93	70	56878	6	0	5	1	39
ASE_00428	RNaseP_bact_a links to Rfam database...	0.77	0.62	0.94	78	76553	5	1	4	0	47
ASE_00430	RNaseP_bact_a links to Rfam database...	0.73	0.55	0.98	53	46917	1	0	1	0	44
ASE_00437	RNaseP_bact_a links to Rfam database...	0.52	0.40	0.67	54	79320	27	0	27	0	81
ASE_00441	RNaseP_bact_a links to Rfam database...	0.65	0.44	0.96	49	64210	3	0	2	1	63
ASE_00448	RNaseP_bact_a links to Rfam database...	0.81	0.69	0.95	77	64180	4	0	4	0	35
ASE_00451	RNaseP_bact_a links to Rfam database...	0.79	0.64	0.96	80	70793	3	0	3	0	45
RFA_00599	Telomerase-vert links to Rfam database...	0.85	0.73	0.99	81	101393	4	0	1	3	30
RFA_00601	Telomerase-vert links to Rfam database...	0.82	0.71	0.95	81	99150	9	0	4	5	33

^top

Performance of Multilign(20) - scored lower in this pairwise comparison

1. Total counts & total scores for Multilign(20)

Total Base Pair Counts
Total TP	9587
Total TN	8977664
Total FP	4150
Total FP CONTRA	342
Total FP INCONS	3233
Total FP COMP	575
Total FN	6555

Total Scores
MCC	0.657
Average MCC ± 95% Confidence Intervals	0.660 ± 0.020
Sensitivity	0.594
Positive Predictive Value	0.728
Nr of predictions	152

^top

2. Individual counts for Multilign(20) [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
ASE_00005	RNaseP_bact_a links to Rfam database...	0.73	0.66	0.82	77	57876	23	0	17	6	40
ASE_00006	RNaseP_bact_a links to Rfam database...	0.78	0.76	0.81	71	47498	22	1	16	5	22
ASE_00007	RNaseP_bact_a links to Rfam database...	0.70	0.63	0.78	69	59596	25	0	20	5	41
ASE_00012	RNaseP_bact_a links to Rfam database...	0.62	0.56	0.69	69	73820	36	3	28	5	54
ASE_00018	RNaseP_bact_a links to Rfam database...	0.75	0.67	0.84	90	80494	19	1	16	2	44
ASE_00020	RNaseP_bact_a links to Rfam database...	0.49	0.43	0.56	54	73823	43	4	39	0	72
ASE_00021	RNaseP_bact_a links to Rfam database...	0.62	0.51	0.75	82	104086	30	5	23	2	78
ASE_00035	RNaseP_bact_a links to Rfam database...	0.62	0.57	0.68	67	70402	35	3	28	4	51
ASE_00037	RNaseP_bact_a links to Rfam database...	0.56	0.49	0.64	54	59255	31	4	27	0	56
ASE_00038	RNaseP_bact_a links to Rfam database...	0.57	0.53	0.61	54	53540	37	3	31	3	47
ASE_00040	RNaseP_bact_a links to Rfam database...	0.69	0.62	0.75	83	78893	28	0	27	1	50
ASE_00041	RNaseP_bact_a links to Rfam database...	0.72	0.67	0.78	72	57538	21	1	19	1	36
ASE_00042	RNaseP_bact_a links to Rfam database...	0.50	0.41	0.61	60	90002	41	2	36	3	85
ASE_00044	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.89	81	54524	12	0	10	2	24
ASE_00064	RNaseP_bact_a links to Rfam database...	0.76	0.67	0.86	60	45381	21	0	10	11	29
ASE_00068	RNaseP_bact_a links to Rfam database...	0.76	0.71	0.82	60	37602	17	0	13	4	25
ASE_00074	RNaseP_bact_a links to Rfam database...	0.82	0.78	0.87	93	67789	14	1	13	0	26
ASE_00075	RNaseP_bact_a links to Rfam database...	0.75	0.64	0.87	104	108691	24	3	13	8	58
ASE_00077	RNaseP_bact_a links to Rfam database...	0.61	0.55	0.67	47	45080	33	5	18	10	39
ASE_00078	RNaseP_bact_a links to Rfam database...	0.81	0.77	0.84	64	42995	18	0	12	6	19
ASE_00080	RNaseP_bact_a links to Rfam database...	0.52	0.48	0.57	59	71528	44	5	39	0	64
ASE_00081	RNaseP_bact_a links to Rfam database...	0.80	0.75	0.86	73	49685	13	0	12	1	24
ASE_00082	RNaseP_bact_a links to Rfam database...	0.58	0.53	0.63	62	70402	47	3	33	11	54
ASE_00083	RNaseP_bact_a links to Rfam database...	0.82	0.74	0.91	81	62392	10	0	8	2	29
ASE_00084	RNaseP_bact_a links to Rfam database...	0.60	0.55	0.67	54	53547	27	1	26	0	45
ASE_00087	RNaseP_bact_a links to Rfam database...	0.47	0.40	0.57	57	88310	43	2	41	0	87
ASE_00090	RNaseP_bact_a links to Rfam database...	0.52	0.46	0.60	46	55534	36	5	26	5	55
ASE_00092	RNaseP_bact_a links to Rfam database...	0.69	0.63	0.76	71	63452	24	0	23	1	42
ASE_00099	RNaseP_bact_a links to Rfam database...	0.81	0.76	0.86	91	64514	16	2	13	1	29
ASE_00104	RNaseP_bact_a links to Rfam database...	0.82	0.76	0.89	90	64160	16	1	10	5	29
ASE_00105	RNaseP_bact_a links to Rfam database...	0.53	0.49	0.58	54	64168	41	6	33	2	57
ASE_00107	RNaseP_bact_a links to Rfam database...	0.64	0.57	0.73	72	73055	28	1	25	2	55
ASE_00115	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.84	62	54541	12	1	11	0	39
ASE_00118	RNaseP_bact_a links to Rfam database...	0.55	0.49	0.62	50	60645	33	1	30	2	52
ASE_00119	RNaseP_bact_a links to Rfam database...	0.55	0.50	0.61	54	62747	36	1	33	2	54
ASE_00123	RNaseP_bact_a links to Rfam database...	0.55	0.51	0.60	43	38431	33	1	28	4	42
ASE_00128	RNaseP_bact_a links to Rfam database...	0.74	0.62	0.87	62	53230	13	1	8	4	38
ASE_00129	RNaseP_bact_a links to Rfam database...	0.69	0.63	0.75	70	62742	23	2	21	0	41
ASE_00131	RNaseP_bact_a links to Rfam database...	0.48	0.42	0.54	36	39273	36	2	29	5	49
ASE_00134	RNaseP_bact_a links to Rfam database...	0.71	0.67	0.74	64	50317	23	3	19	1	31
ASE_00135	RNaseP_bact_a links to Rfam database...	0.54	0.49	0.60	53	63102	40	6	29	5	56
ASE_00136	RNaseP_bact_a links to Rfam database...	0.83	0.78	0.89	72	48124	16	0	9	7	20
ASE_00137	RNaseP_bact_a links to Rfam database...	0.52	0.48	0.56	47	48432	42	0	37	5	51
ASE_00138	RNaseP_bact_a links to Rfam database...	0.79	0.73	0.87	59	40402	12	3	6	3	22
ASE_00140	RNaseP_bact_a links to Rfam database...	0.46	0.38	0.55	48	70789	40	3	36	1	77
ASE_00142	RNaseP_bact_a links to Rfam database...	0.72	0.67	0.78	82	67056	25	3	20	2	40
ASE_00146	RNaseP_bact_a links to Rfam database...	0.64	0.54	0.76	67	70788	22	1	20	1	57
ASE_00153	RNaseP_nuc links to Rfam database...	0.38	0.37	0.39	27	57560	76	9	34	33	46
ASE_00163	RNaseP_bact_a links to Rfam database...	0.69	0.67	0.71	62	53214	27	7	18	2	31
ASE_00165	RNaseP_bact_a links to Rfam database...	0.54	0.49	0.60	49	52893	35	6	27	2	52
ASE_00170	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.90	72	48748	10	2	6	2	21
ASE_00171	RNaseP_bact_a links to Rfam database...	0.88	0.80	0.96	75	48438	8	0	3	5	19
ASE_00172	RNaseP_bact_a links to Rfam database...	0.66	0.58	0.76	61	58916	25	3	16	6	45
ASE_00174	RNaseP_bact_a links to Rfam database...	0.53	0.45	0.63	49	60997	32	1	28	3	60
ASE_00175	RNaseP_bact_a links to Rfam database...	0.63	0.55	0.73	59	59950	27	2	20	5	48
ASE_00179	RNaseP_bact_a links to Rfam database...	0.76	0.69	0.84	58	44184	15	1	10	4	26
ASE_00180	RNaseP_bact_a links to Rfam database...	0.77	0.70	0.85	70	51278	15	3	9	3	30
ASE_00181	RNaseP_bact_a links to Rfam database...	0.67	0.63	0.71	67	57536	30	0	27	3	39
ASE_00182	RNaseP_bact_a links to Rfam database...	0.48	0.40	0.57	55	84158	42	2	40	0	81
ASE_00184	RNaseP_bact_a links to Rfam database...	0.76	0.68	0.85	69	54534	20	0	12	8	33
ASE_00185	RNaseP_bact_a links to Rfam database...	0.42	0.38	0.47	48	73434	58	2	52	4	80
ASE_00190	RNaseP_bact_b links to Rfam database...	0.46	0.37	0.57	33	45393	28	4	21	3	57
ASE_00197	RNaseP_bact_a links to Rfam database...	0.42	0.36	0.50	52	89150	54	1	50	3	93
ASE_00203	RNaseP_bact_a links to Rfam database...	0.56	0.52	0.61	50	46583	36	0	32	4	46
ASE_00212	RNaseP_bact_a links to Rfam database...	0.66	0.59	0.74	88	93842	33	1	30	2	60
ASE_00214	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.87	81	56187	17	3	9	5	22
ASE_00215	RNaseP_bact_a links to Rfam database...	0.18	0.15	0.23	15	48450	55	4	47	4	84
ASE_00216	RNaseP_bact_a links to Rfam database...	0.71	0.67	0.74	55	39266	26	2	17	7	27
ASE_00217	RNaseP_bact_a links to Rfam database...	0.50	0.46	0.55	41	40395	39	1	33	5	49
ASE_00221	RNaseP_bact_a links to Rfam database...	0.65	0.56	0.74	66	64531	24	0	23	1	51
ASE_00228	RNaseP_bact_a links to Rfam database...	0.69	0.67	0.72	58	46890	26	4	19	3	28
ASE_00229	RNaseP_bact_a links to Rfam database...	0.60	0.57	0.63	50	42406	32	4	26	2	37
ASE_00231	RNaseP_bact_a links to Rfam database...	0.44	0.40	0.50	38	47819	42	3	35	4	58
ASE_00232	RNaseP_bact_a links to Rfam database...	0.81	0.81	0.81	68	38419	17	6	10	1	16
ASE_00234	RNaseP_bact_a links to Rfam database...	0.68	0.60	0.76	78	75363	27	6	19	2	51
ASE_00238	RNaseP_bact_a links to Rfam database...	0.50	0.45	0.55	51	64169	42	6	35	1	63
ASE_00241	RNaseP_bact_a links to Rfam database...	0.78	0.71	0.86	62	43884	15	1	9	5	25
ASE_00242	RNaseP_bact_a links to Rfam database...	0.72	0.66	0.80	74	60982	24	1	18	5	38
ASE_00254	RNaseP_bact_a links to Rfam database...	0.48	0.46	0.50	38	36780	39	5	33	1	44
ASE_00257	RNaseP_bact_a links to Rfam database...	0.70	0.64	0.78	62	50960	25	1	17	7	35
ASE_00263	RNaseP_bact_a links to Rfam database...	0.46	0.41	0.52	49	70405	47	6	40	1	71
ASE_00267	RNaseP_bact_a links to Rfam database...	0.75	0.68	0.82	60	45077	21	1	12	8	28
ASE_00270	RNaseP_bact_a links to Rfam database...	0.56	0.49	0.64	63	72292	38	2	33	3	65
ASE_00274	RNaseP_bact_a links to Rfam database...	0.59	0.51	0.67	53	55532	28	5	21	2	50
ASE_00277	RNaseP_bact_a links to Rfam database...	0.79	0.75	0.83	68	48123	16	0	14	2	23
ASE_00279	RNaseP_bact_a links to Rfam database...	0.78	0.73	0.82	74	53211	20	2	14	4	27
ASE_00280	RNaseP_bact_a links to Rfam database...	0.72	0.66	0.78	65	51920	21	1	17	3	33
ASE_00281	RNaseP_bact_a links to Rfam database...	0.80	0.73	0.89	64	44479	15	1	7	7	24
ASE_00282	RNaseP_bact_a links to Rfam database...	0.48	0.42	0.56	53	77721	42	3	38	1	74
ASE_00283	RNaseP_bact_a links to Rfam database...	0.73	0.67	0.80	72	61686	23	0	18	5	35
ASE_00284	RNaseP_bact_a links to Rfam database...	0.65	0.59	0.71	64	58221	29	3	23	3	44
ASE_00285	RNaseP_bact_a links to Rfam database...	0.58	0.51	0.67	62	68914	32	3	27	2	60
ASE_00286	RNaseP_bact_a links to Rfam database...	0.82	0.74	0.91	68	46590	10	1	6	3	24
ASE_00287	RNaseP_bact_a links to Rfam database...	0.62	0.56	0.68	58	54861	28	0	27	1	45
ASE_00292	RNaseP_bact_a links to Rfam database...	0.74	0.64	0.84	89	81704	22	2	15	5	49
ASE_00294	RNaseP_bact_a links to Rfam database...	0.75	0.63	0.89	108	114359	16	1	13	2	63
ASE_00296	RNaseP_bact_a links to Rfam database...	0.64	0.54	0.76	78	91704	26	1	23	2	67
ASE_00297	RNaseP_bact_a links to Rfam database...	0.62	0.53	0.72	52	52903	21	1	19	1	46
ASE_00298	RNaseP_bact_a links to Rfam database...	0.48	0.43	0.53	49	67435	46	2	42	2	64
ASE_00328	RNaseP_bact_b links to Rfam database...	0.76	0.67	0.87	75	72685	23	1	10	12	37
ASE_00332	RNaseP_bact_a links to Rfam database...	0.45	0.37	0.55	51	81717	44	3	39	2	87
ASE_00340	RNaseP_bact_a links to Rfam database...	0.58	0.54	0.63	46	45983	31	8	19	4	39
ASE_00342	RNaseP_bact_a links to Rfam database...	0.82	0.76	0.88	87	62382	12	2	10	0	28
ASE_00353	RNaseP_bact_a links to Rfam database...	0.65	0.62	0.69	66	57874	35	2	28	5	41
ASE_00361	RNaseP_bact_a links to Rfam database...	0.58	0.49	0.69	62	75376	29	3	25	1	65
ASE_00362	RNaseP_bact_a links to Rfam database...	0.74	0.65	0.86	59	48136	10	0	10	0	32
ASE_00363	RNaseP_bact_a links to Rfam database...	0.81	0.73	0.90	69	51283	14	1	7	6	25
ASE_00364	RNaseP_bact_a links to Rfam database...	0.63	0.56	0.71	59	54202	29	1	23	5	46
ASE_00366	RNaseP_bact_a links to Rfam database...	0.62	0.57	0.67	56	58570	31	6	21	4	42
ASE_00367	RNaseP_bact_a links to Rfam database...	0.57	0.53	0.61	46	42995	36	1	29	6	40
ASE_00369	RNaseP_bact_a links to Rfam database...	0.82	0.74	0.92	79	55859	7	1	6	0	28
ASE_00370	RNaseP_bact_a links to Rfam database...	0.86	0.81	0.92	68	41831	14	0	6	8	16
ASE_00372	RNaseP_bact_a links to Rfam database...	0.67	0.59	0.77	59	51926	19	1	17	1	41
ASE_00374	RNaseP_bact_a links to Rfam database...	0.81	0.73	0.90	64	44779	8	1	6	1	24
ASE_00376	RNaseP_bact_a links to Rfam database...	0.66	0.61	0.71	64	56863	28	1	25	2	41
ASE_00377	RNaseP_bact_a links to Rfam database...	0.61	0.55	0.69	59	57544	29	3	24	2	48
ASE_00379	RNaseP_bact_a links to Rfam database...	0.54	0.48	0.61	43	45986	38	0	27	11	46
ASE_00382	RNaseP_bact_a links to Rfam database...	0.86	0.81	0.92	68	41831	14	0	6	8	16
ASE_00383	RNaseP_bact_a links to Rfam database...	0.79	0.72	0.85	76	54526	14	4	9	1	29
ASE_00384	RNaseP_bact_a links to Rfam database...	0.70	0.65	0.75	60	48436	26	4	16	6	32
ASE_00386	RNaseP_bact_a links to Rfam database...	0.65	0.60	0.70	58	50320	27	5	20	2	38
ASE_00387	RNaseP_bact_a links to Rfam database...	0.67	0.63	0.70	66	55851	29	0	28	1	38
ASE_00388	RNaseP_bact_a links to Rfam database...	0.51	0.47	0.56	42	45678	40	2	31	7	47
ASE_00390	RNaseP_bact_a links to Rfam database...	0.85	0.80	0.89	68	42119	17	0	8	9	17
ASE_00393	RNaseP_bact_a links to Rfam database...	0.70	0.63	0.77	59	47818	20	1	17	2	34
ASE_00394	RNaseP_bact_a links to Rfam database...	0.80	0.72	0.88	67	46895	13	4	5	4	26
ASE_00395	RNaseP_bact_a links to Rfam database...	0.73	0.69	0.77	58	41541	21	0	17	4	26
ASE_00396	RNaseP_bact_a links to Rfam database...	0.72	0.66	0.79	55	41546	19	2	13	4	28
ASE_00397	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.79	72	54524	23	1	18	4	33
ASE_00398	RNaseP_bact_a links to Rfam database...	0.68	0.62	0.76	64	55861	29	1	19	9	40
ASE_00400	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.80	73	57879	19	1	17	1	33
ASE_00401	RNaseP_bact_a links to Rfam database...	0.52	0.44	0.63	55	76940	40	0	33	7	71
ASE_00402	RNaseP_bact_a links to Rfam database...	0.76	0.69	0.84	59	42416	15	1	10	4	26
ASE_00403	RNaseP_bact_a links to Rfam database...	0.66	0.58	0.76	62	55863	25	3	17	5	45
ASE_00404	RNaseP_bact_a links to Rfam database...	0.78	0.73	0.83	62	42996	17	1	12	4	23
ASE_00406	RNaseP_bact_a links to Rfam database...	0.82	0.73	0.91	69	48752	15	0	7	8	25
ASE_00411	RNaseP_bact_a links to Rfam database...	0.57	0.53	0.62	47	49379	30	10	19	1	42
ASE_00412	RNaseP_bact_a links to Rfam database...	0.56	0.50	0.62	53	58226	34	3	29	2	52
ASE_00413	RNaseP_bact_a links to Rfam database...	0.60	0.57	0.64	46	44479	27	2	24	1	35
ASE_00415	RNaseP_bact_a links to Rfam database...	0.60	0.57	0.63	59	54853	40	2	32	6	44
ASE_00416	RNaseP_bact_a links to Rfam database...	0.69	0.59	0.80	75	77327	28	1	18	9	52
ASE_00419	RNaseP_bact_a links to Rfam database...	0.75	0.68	0.83	70	54862	16	3	11	2	33
ASE_00422	RNaseP_bact_a links to Rfam database...	0.65	0.63	0.67	59	46883	30	4	25	1	35
ASE_00423	RNaseP_bact_a links to Rfam database...	0.84	0.77	0.92	84	56862	10	1	6	3	25
ASE_00428	RNaseP_bact_a links to Rfam database...	0.57	0.54	0.60	68	76522	47	4	42	1	57
ASE_00430	RNaseP_bact_a links to Rfam database...	0.79	0.76	0.82	74	46881	16	2	14	0	23
ASE_00437	RNaseP_bact_a links to Rfam database...	0.67	0.60	0.75	81	79293	27	1	26	0	54
ASE_00441	RNaseP_bact_a links to Rfam database...	0.66	0.57	0.77	64	64178	19	2	17	0	48
ASE_00448	RNaseP_bact_a links to Rfam database...	0.63	0.59	0.67	66	64163	39	2	30	7	46
ASE_00451	RNaseP_bact_a links to Rfam database...	0.68	0.60	0.77	75	70779	24	1	21	2	50
RFA_00599	Telomerase-vert links to Rfam database...	0.71	0.71	0.71	79	101363	50	13	20	17	32
RFA_00601	Telomerase-vert links to Rfam database...	0.58	0.54	0.61	62	99134	50	10	29	11	52

^top

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

Table of contents:

Overview

Performance plots

Performance of CentroidAlifold(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidAlifold(seed)

2. Individual counts for CentroidAlifold(seed) [ download as .csv ]

Performance of Multilign(20) - scored lower in this pairwise comparison

1. Total counts & total scores for Multilign(20)

2. Individual counts for Multilign(20) [ download as .csv ]