CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	Multilign(20)		RSpredict(seed)
MCC	0.659	>	0.066
Average MCC ± 95% Confidence Intervals	0.665 ± 0.020	>	0.054 ± 0.019
Sensitivity	0.595	>	0.017
Positive Predictive Value	0.730	>	0.260
Total TP	9784	>	279
Total TN	9081949	<	9094286
Total FP	4216	>	870
Total FP CONTRA	348	>	40
Total FP INCONS	3277	>	753
Total FP COMP	591	>	77
Total FN	6650	<	16155
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	9784
Total TN	9081949
Total FP	4216
Total FP CONTRA	348
Total FP INCONS	3277
Total FP COMP	591
Total FN	6650

Total Scores
MCC	0.659
Average MCC ± 95% Confidence Intervals	0.665 ± 0.020
Sensitivity	0.595
Positive Predictive Value	0.730
Nr of predictions	158

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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_00126	RNaseP_bact_a links to Rfam database...	0.70	0.70	0.71	57	40390	30	3	20	7	25
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_00198	RNaseP_bact_a links to Rfam database...	0.63	0.58	0.69	59	52564	30	3	24	3	43
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
PDB_00828	Purine links to Rfam database...	0.88	0.78	1.00	21	2464	0	0	0	0	6
PDB_00829	Purine links to Rfam database...	0.86	0.75	1.00	18	2260	2	0	0	2	6
PDB_01020	Purine links to Rfam database...	0.86	0.74	1.00	17	2261	3	0	0	3	6
PDB_01073	SAM links to Rfam database...	0.86	0.74	1.00	25	4346	1	0	0	1	9
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

Performance of RSpredict(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP	279
Total TN	9094286
Total FP	870
Total FP CONTRA	40
Total FP INCONS	753
Total FP COMP	77
Total FN	16155

Total Scores
MCC	0.066
Average MCC ± 95% Confidence Intervals	0.054 ± 0.019
Sensitivity	0.017
Positive Predictive Value	0.260
Nr of predictions	158

^top

2. Individual counts for RSpredict(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...	0.14	0.03	0.57	4	57963	3	0	3	0	113
ASE_00006	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	47583	3	0	3	0	93
ASE_00007	RNaseP_bact_a links to Rfam database...	0.16	0.05	0.56	5	59676	4	0	4	0	105
ASE_00012	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	73914	6	0	6	0	123
ASE_00018	RNaseP_bact_a links to Rfam database...	0.13	0.04	0.35	6	80584	11	0	11	0	128
ASE_00020	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.25	1	73916	3	0	3	0	125
ASE_00021	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	104189	7	1	6	0	160
ASE_00035	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	70496	6	0	4	2	118
ASE_00037	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	59335	5	0	5	0	110
ASE_00038	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53623	5	0	5	0	101
ASE_00040	RNaseP_bact_a links to Rfam database...	0.02	0.01	0.07	1	78989	13	0	13	0	132
ASE_00041	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57624	6	0	6	0	108
ASE_00042	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.29	4	90086	10	0	10	0	141
ASE_00044	RNaseP_bact_a links to Rfam database...	0.03	0.01	0.10	1	54605	9	0	9	0	104
ASE_00064	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	45448	3	0	3	0	89
ASE_00068	RNaseP_bact_a links to Rfam database...	0.05	0.01	0.25	1	37671	3	0	3	0	84
ASE_00074	RNaseP_bact_a links to Rfam database...	0.21	0.07	0.67	8	67884	4	0	4	0	111
ASE_00075	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	108804	8	0	7	1	162
ASE_00077	RNaseP_bact_a links to Rfam database...	0.09	0.02	0.33	2	45144	4	1	3	0	84
ASE_00078	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43071	0	0	0	0	83
ASE_00080	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	71623	9	2	6	1	123
ASE_00081	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	49768	2	0	2	0	97
ASE_00082	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	70494	6	0	6	0	116
ASE_00083	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	62477	5	0	4	1	110
ASE_00084	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53625	4	0	3	1	99
ASE_00087	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	88406	4	0	4	0	144
ASE_00090	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	55605	5	0	5	0	100
ASE_00092	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.20	1	63541	4	0	4	0	112
ASE_00099	RNaseP_bact_a links to Rfam database...	0.20	0.07	0.62	8	64607	5	0	5	0	112
ASE_00104	RNaseP_bact_a links to Rfam database...	0.10	0.03	0.31	4	64248	9	0	9	0	115
ASE_00105	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	64254	7	0	7	0	111
ASE_00107	RNaseP_bact_a links to Rfam database...	0.13	0.03	0.50	4	73145	4	0	4	0	123
ASE_00115	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	54615	0	0	0	0	101
ASE_00118	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	60722	6	0	4	2	102
ASE_00119	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	62834	3	0	1	2	108
ASE_00123	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	38499	4	0	4	0	85
ASE_00126	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	40468	2	0	2	0	82
ASE_00128	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53297	4	1	3	0	100
ASE_00129	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	62821	18	1	13	4	111
ASE_00131	RNaseP_bact_a links to Rfam database...	0.30	0.15	0.59	13	39318	15	0	9	6	72
ASE_00134	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	50397	6	0	6	0	95
ASE_00135	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	63187	3	0	3	0	109
ASE_00136	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48202	4	0	3	1	92
ASE_00137	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48512	4	0	4	0	98
ASE_00138	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	40467	3	0	3	0	81
ASE_00140	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.20	1	70871	4	1	3	0	124
ASE_00142	RNaseP_bact_a links to Rfam database...	0.06	0.02	0.25	2	67153	6	0	6	0	120
ASE_00146	RNaseP_bact_a links to Rfam database...	0.09	0.02	0.38	3	70868	5	0	5	0	121
ASE_00153	RNaseP_nuc links to Rfam database...	0.00	0.00	0.00	0	57629	1	1	0	0	73
ASE_00163	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53297	4	1	3	0	93
ASE_00165	RNaseP_bact_a links to Rfam database...	0.11	0.02	0.67	2	52972	1	0	1	0	99
ASE_00170	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	48822	5	0	5	0	92
ASE_00171	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48513	4	0	3	1	94
ASE_00172	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	58988	8	0	8	0	106
ASE_00174	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	61075	0	0	0	0	109
ASE_00175	RNaseP_bact_a links to Rfam database...	0.05	0.02	0.14	2	60017	14	0	12	2	105
ASE_00179	RNaseP_bact_a links to Rfam database...	0.09	0.04	0.23	3	44240	12	1	9	2	81
ASE_00180	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51355	5	3	2	0	100
ASE_00181	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57627	3	0	3	0	106
ASE_00182	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	84254	1	0	1	0	136
ASE_00184	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.30	3	54605	7	0	7	0	99
ASE_00185	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	73531	5	0	5	0	128
ASE_00190	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	45437	15	3	11	1	90
ASE_00197	RNaseP_bact_a links to Rfam database...	0.03	0.01	0.13	1	89245	7	0	7	0	144
ASE_00198	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.57	4	52643	3	0	3	0	98
ASE_00203	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46663	2	0	2	0	96
ASE_00212	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	93956	5	0	5	0	148
ASE_00214	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	56271	9	0	9	0	103
ASE_00215	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48513	3	0	3	0	99
ASE_00216	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	39338	2	0	2	0	82
ASE_00217	RNaseP_bact_a links to Rfam database...	0.16	0.04	0.57	4	40463	3	0	3	0	86
ASE_00221	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	64617	3	0	3	0	117
ASE_00228	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46967	4	0	4	0	86
ASE_00229	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	42482	4	1	3	0	87
ASE_00231	RNaseP_bact_a links to Rfam database...	0.07	0.02	0.22	2	47886	8	2	5	1	94
ASE_00232	RNaseP_bact_a links to Rfam database...	0.09	0.02	0.33	2	38497	4	0	4	0	82
ASE_00234	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	75463	3	1	2	0	129
ASE_00238	RNaseP_bact_a links to Rfam database...	0.07	0.01	0.50	1	64259	1	0	1	0	113
ASE_00241	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43954	2	0	2	0	87
ASE_00242	RNaseP_bact_a links to Rfam database...	0.12	0.04	0.40	4	61065	6	0	6	0	108
ASE_00254	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	36850	6	1	5	0	82
ASE_00257	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51035	5	0	5	0	97
ASE_00263	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	70490	10	0	10	0	120
ASE_00267	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	45145	6	0	5	1	88
ASE_00270	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	72388	3	0	2	1	128
ASE_00274	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55608	3	0	3	0	103
ASE_00277	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48203	2	0	2	0	91
ASE_00279	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53299	2	0	2	0	101
ASE_00280	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	52001	2	0	2	0	98
ASE_00281	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	44548	3	0	3	0	88
ASE_00282	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	77811	4	0	4	0	127
ASE_00283	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	61769	7	0	7	0	107
ASE_00284	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	58309	2	1	1	0	108
ASE_00285	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	69000	6	0	6	0	122
ASE_00286	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46659	6	0	6	0	92
ASE_00287	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	54939	7	0	7	0	103
ASE_00292	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.50	6	81798	6	0	6	0	132
ASE_00294	RNaseP_bact_a links to Rfam database...	0.08	0.02	0.31	4	114468	9	0	9	0	167
ASE_00296	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.29	4	91792	10	1	9	0	141
ASE_00297	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	52972	3	0	3	0	98
ASE_00298	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	67525	3	1	2	0	113
ASE_00328	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	72760	15	0	11	4	112
ASE_00332	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.50	6	81798	6	0	6	0	132
ASE_00340	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.14	1	46049	6	0	6	0	84
ASE_00342	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.30	3	62471	7	0	7	0	112
ASE_00353	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57968	2	0	2	0	107
ASE_00361	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	75463	3	0	3	0	127
ASE_00362	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48200	5	0	5	0	91
ASE_00363	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51354	6	0	6	0	94
ASE_00364	RNaseP_bact_a links to Rfam database...	0.11	0.02	0.67	2	54282	1	0	1	0	103
ASE_00366	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	58652	1	0	1	0	98
ASE_00367	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43067	5	0	4	1	86
ASE_00369	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55939	6	1	5	0	107
ASE_00370	RNaseP_bact_a links to Rfam database...	0.10	0.02	0.40	2	41900	3	0	3	0	82
ASE_00372	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51997	6	0	6	0	100
ASE_00374	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	44843	7	0	7	0	88
ASE_00376	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	56947	5	0	5	0	104
ASE_00377	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57628	2	0	2	0	107
ASE_00379	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46050	7	0	6	1	89
ASE_00382	RNaseP_bact_a links to Rfam database...	0.06	0.01	0.33	1	41902	3	0	2	1	83
ASE_00383	RNaseP_bact_a links to Rfam database...	0.06	0.01	0.33	1	54612	2	0	2	0	104
ASE_00384	RNaseP_bact_a links to Rfam database...	0.05	0.01	0.20	1	48511	4	0	4	0	91
ASE_00386	RNaseP_bact_a links to Rfam database...	0.10	0.03	0.33	3	50394	7	0	6	1	93
ASE_00387	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55940	5	0	5	0	104
ASE_00388	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	45749	5	0	4	1	89
ASE_00390	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	42192	4	0	3	1	85
ASE_00393	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	47891	4	0	4	0	93
ASE_00394	RNaseP_bact_a links to Rfam database...	0.03	0.01	0.07	1	46956	15	0	14	1	92
ASE_00395	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	41612	6	0	4	2	84
ASE_00396	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.60	3	41611	2	0	2	0	80
ASE_00397	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	54609	5	1	4	0	104
ASE_00398	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55934	11	0	11	0	104
ASE_00400	RNaseP_bact_a links to Rfam database...	0.08	0.02	0.33	2	57964	4	3	1	0	104
ASE_00401	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	77015	13	0	13	0	126
ASE_00402	RNaseP_bact_a links to Rfam database...	0.05	0.01	0.25	1	42482	3	0	3	0	84
ASE_00403	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55941	4	0	4	0	107
ASE_00404	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43065	9	0	6	3	85
ASE_00406	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48823	6	0	5	1	94
ASE_00411	RNaseP_bact_a links to Rfam database...	0.11	0.02	0.50	2	49451	2	0	2	0	87
ASE_00412	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	58305	5	1	4	0	104
ASE_00413	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	44546	5	0	5	0	81
ASE_00415	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	54941	5	1	4	0	103
ASE_00416	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	77412	9	0	9	0	127
ASE_00419	RNaseP_bact_a links to Rfam database...	0.10	0.03	0.33	3	54937	6	0	6	0	100
ASE_00422	RNaseP_bact_a links to Rfam database...	0.05	0.02	0.12	2	46954	19	1	14	4	92
ASE_00423	RNaseP_bact_a links to Rfam database...	0.14	0.04	0.50	4	56945	4	0	4	0	105
ASE_00428	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	76629	8	0	7	1	125
ASE_00430	RNaseP_bact_a links to Rfam database...	0.07	0.02	0.25	2	46963	6	0	6	0	95
ASE_00437	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	79395	7	0	6	1	135
ASE_00441	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	64258	3	0	3	0	112
ASE_00448	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.14	1	64254	6	1	5	0	111
ASE_00451	RNaseP_bact_a links to Rfam database...	0.11	0.03	0.36	4	70865	7	0	7	0	121
PDB_00828	Purine links to Rfam database...	0.54	0.41	0.73	11	2470	4	2	2	0	16
PDB_00829	Purine links to Rfam database...	0.74	0.63	0.88	15	2261	2	2	0	0	9
PDB_01020	Purine links to Rfam database...	0.76	0.65	0.88	15	2261	2	2	0	0	8
PDB_01073	SAM links to Rfam database...	0.39	0.18	0.86	6	4364	1	0	1	0	28
RFA_00599	Telomerase-vert links to Rfam database...	0.43	0.25	0.74	28	101437	25	0	10	15	83
RFA_00601	Telomerase-vert links to Rfam database...	0.57	0.38	0.86	43	99185	16	1	6	9	71

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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 Multilign(20) - scored higher in this pairwise comparison

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

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

Performance of RSpredict(seed) - scored lower in this pairwise comparison

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

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