CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	RNAalifold(20)		RSpredict(seed)
MCC	0.668	>	0.054
Average MCC ± 95% Confidence Intervals	0.671 ± 0.015	>	0.039 ± 0.012
Sensitivity	0.534	>	0.014
Positive Predictive Value	0.838	>	0.216
Total TP	9338	>	242
Total TN	9801042	<	9811072
Total FP	1997	>	969
Total FP CONTRA	266	>	45
Total FP INCONS	1545	>	832
Total FP COMP	186	>	92
Total FN	8149	<	17245
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	9338
Total TN	9801042
Total FP	1997
Total FP CONTRA	266
Total FP INCONS	1545
Total FP COMP	186
Total FN	8149

Total Scores
MCC	0.668
Average MCC ± 95% Confidence Intervals	0.671 ± 0.015
Sensitivity	0.534
Positive Predictive Value	0.838
Nr of predictions	164

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
ASE_00004	RNaseP_bact_a links to Rfam database...	0.58	0.45	0.75	44	47836	15	1	14	0	53
ASE_00005	RNaseP_bact_a links to Rfam database...	0.64	0.49	0.85	57	57903	10	1	9	0	60
ASE_00006	RNaseP_bact_a links to Rfam database...	0.68	0.56	0.83	52	47523	12	0	11	1	41
ASE_00007	RNaseP_bact_a links to Rfam database...	0.75	0.63	0.90	69	59608	8	1	7	0	41
ASE_00012	RNaseP_bact_a links to Rfam database...	0.55	0.45	0.68	55	73839	30	1	25	4	68
ASE_00018	RNaseP_bact_a links to Rfam database...	0.74	0.60	0.91	80	80513	8	3	5	0	54
ASE_00020	RNaseP_bact_a links to Rfam database...	0.49	0.35	0.70	44	73857	20	7	12	1	82
ASE_00021	RNaseP_bact_a links to Rfam database...	0.54	0.41	0.73	65	104107	28	4	20	4	95
ASE_00022	RNaseP_bact_b links to Rfam database...	0.74	0.62	0.89	77	82941	16	0	10	6	47
ASE_00028	RNaseP_bact_b links to Rfam database...	0.76	0.62	0.93	78	84582	10	1	5	4	48
ASE_00035	RNaseP_bact_a links to Rfam database...	0.67	0.54	0.83	64	70423	19	2	11	6	54
ASE_00037	RNaseP_bact_a links to Rfam database...	0.72	0.62	0.83	68	59258	18	0	14	4	42
ASE_00038	RNaseP_bact_a links to Rfam database...	0.65	0.51	0.81	52	53564	12	1	11	0	49
ASE_00040	RNaseP_bact_a links to Rfam database...	0.69	0.55	0.86	73	78918	13	1	11	1	60
ASE_00041	RNaseP_bact_a links to Rfam database...	0.73	0.65	0.82	70	57545	15	0	15	0	38
ASE_00042	RNaseP_bact_a links to Rfam database...	0.52	0.39	0.70	57	90018	25	1	24	0	88
ASE_00044	RNaseP_bact_a links to Rfam database...	0.74	0.63	0.88	66	54540	9	1	8	0	39
ASE_00064	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.84	54	45387	13	0	10	3	35
ASE_00068	RNaseP_bact_a links to Rfam database...	0.73	0.55	0.96	47	37626	2	2	0	0	38
ASE_00074	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.86	72	67812	14	0	12	2	47
ASE_00075	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.76	65	108725	27	3	18	6	97
ASE_00077	RNaseP_bact_a links to Rfam database...	0.79	0.65	0.97	56	45092	5	1	1	3	30
ASE_00078	RNaseP_bact_a links to Rfam database...	0.77	0.70	0.84	58	43002	11	3	8	0	25
ASE_00080	RNaseP_bact_a links to Rfam database...	0.43	0.32	0.59	39	71565	27	3	24	0	84
ASE_00081	RNaseP_bact_a links to Rfam database...	0.72	0.56	0.93	54	49712	4	0	4	0	43
ASE_00082	RNaseP_bact_a links to Rfam database...	0.49	0.34	0.72	39	70446	21	1	14	6	77
ASE_00083	RNaseP_bact_a links to Rfam database...	0.77	0.62	0.96	68	62410	4	2	1	1	42
ASE_00084	RNaseP_bact_a links to Rfam database...	0.61	0.51	0.75	50	53561	17	4	13	0	49
ASE_00087	RNaseP_bact_a links to Rfam database...	0.64	0.44	0.93	64	88341	5	0	5	0	80
ASE_00090	RNaseP_bact_a links to Rfam database...	0.72	0.55	0.93	56	55551	4	0	4	0	45
ASE_00092	RNaseP_bact_a links to Rfam database...	0.73	0.58	0.93	65	63476	6	1	4	1	48
ASE_00099	RNaseP_bact_a links to Rfam database...	0.76	0.64	0.90	77	64534	11	0	9	2	43
ASE_00104	RNaseP_bact_a links to Rfam database...	0.66	0.54	0.81	64	64182	15	2	13	0	55
ASE_00105	RNaseP_bact_a links to Rfam database...	0.62	0.49	0.78	54	64192	18	2	13	3	57
ASE_00107	RNaseP_bact_a links to Rfam database...	0.72	0.58	0.90	74	73071	8	0	8	0	53
ASE_00115	RNaseP_bact_a links to Rfam database...	0.73	0.60	0.88	61	54546	12	1	7	4	40
ASE_00118	RNaseP_bact_a links to Rfam database...	0.58	0.44	0.78	45	60668	14	4	9	1	57
ASE_00119	RNaseP_bact_a links to Rfam database...	0.57	0.41	0.80	44	62780	11	3	8	0	64
ASE_00123	RNaseP_bact_a links to Rfam database...	0.67	0.54	0.84	46	38448	9	2	7	0	39
ASE_00125	RNaseP_bact_a links to Rfam database...	0.70	0.55	0.89	48	39286	6	0	6	0	40
ASE_00126	RNaseP_bact_a links to Rfam database...	0.81	0.71	0.94	58	40408	4	0	4	0	24
ASE_00128	RNaseP_bact_a links to Rfam database...	0.74	0.60	0.91	60	53235	6	0	6	0	40
ASE_00129	RNaseP_bact_a links to Rfam database...	0.65	0.49	0.86	54	62772	9	3	6	0	57
ASE_00131	RNaseP_bact_a links to Rfam database...	0.62	0.48	0.80	41	39289	10	3	7	0	44
ASE_00134	RNaseP_bact_a links to Rfam database...	0.64	0.52	0.80	49	50342	12	3	9	0	46
ASE_00135	RNaseP_bact_a links to Rfam database...	0.49	0.38	0.63	41	63125	24	1	23	0	68
ASE_00136	RNaseP_bact_a links to Rfam database...	0.80	0.67	0.95	62	48140	3	2	1	0	30
ASE_00137	RNaseP_bact_a links to Rfam database...	0.62	0.45	0.85	44	48464	9	2	6	1	54
ASE_00138	RNaseP_bact_a links to Rfam database...	0.71	0.62	0.81	50	40408	15	0	12	3	31
ASE_00140	RNaseP_bact_a links to Rfam database...	0.69	0.51	0.93	64	70807	5	1	4	0	61
ASE_00142	RNaseP_bact_a links to Rfam database...	0.70	0.58	0.84	71	67076	16	0	14	2	51
ASE_00146	RNaseP_bact_a links to Rfam database...	0.78	0.67	0.91	83	70785	11	1	7	3	41
ASE_00153	RNaseP_nuc links to Rfam database...	0.41	0.34	0.50	25	57580	28	1	24	3	48
ASE_00163	RNaseP_bact_a links to Rfam database...	0.64	0.52	0.79	48	53240	13	4	9	0	45
ASE_00165	RNaseP_bact_a links to Rfam database...	0.66	0.48	0.91	48	52922	6	1	4	1	53
ASE_00170	RNaseP_bact_a links to Rfam database...	0.62	0.53	0.74	49	48762	18	4	13	1	44
ASE_00171	RNaseP_bact_a links to Rfam database...	0.60	0.46	0.80	43	48462	11	4	7	0	51
ASE_00172	RNaseP_bact_a links to Rfam database...	0.80	0.67	0.95	71	58921	7	3	1	3	35
ASE_00174	RNaseP_bact_a links to Rfam database...	0.56	0.41	0.75	45	61015	15	2	13	0	64
ASE_00175	RNaseP_bact_a links to Rfam database...	0.61	0.50	0.74	54	59958	19	3	16	0	53
ASE_00179	RNaseP_bact_a links to Rfam database...	0.78	0.68	0.90	57	44190	6	2	4	0	27
ASE_00180	RNaseP_bact_a links to Rfam database...	0.66	0.53	0.82	53	51295	12	4	8	0	47
ASE_00181	RNaseP_bact_a links to Rfam database...	0.58	0.42	0.80	45	57574	12	3	8	1	61
ASE_00182	RNaseP_bact_a links to Rfam database...	0.44	0.29	0.68	39	84198	18	4	14	0	97
ASE_00184	RNaseP_bact_a links to Rfam database...	0.65	0.50	0.84	51	54554	10	3	7	0	51
ASE_00185	RNaseP_bact_a links to Rfam database...	0.70	0.51	0.97	65	73469	2	1	1	0	63
ASE_00186	RNaseP_bact_a links to Rfam database...	0.62	0.49	0.79	65	78921	19	2	15	2	67
ASE_00190	RNaseP_bact_b links to Rfam database...	0.64	0.52	0.78	47	45391	17	0	13	4	43
ASE_00197	RNaseP_bact_a links to Rfam database...	0.50	0.37	0.69	53	89176	24	0	24	0	92
ASE_00198	RNaseP_bact_a links to Rfam database...	0.68	0.54	0.86	55	52586	9	1	8	0	47
ASE_00203	RNaseP_bact_a links to Rfam database...	0.65	0.51	0.83	49	46606	10	2	8	0	47
ASE_00212	RNaseP_bact_a links to Rfam database...	0.64	0.49	0.84	73	93874	17	0	14	3	75
ASE_00214	RNaseP_bact_a links to Rfam database...	0.69	0.51	0.93	53	56223	5	0	4	1	50
ASE_00215	RNaseP_bact_a links to Rfam database...	0.69	0.49	0.96	49	48465	2	2	0	0	50
ASE_00216	RNaseP_bact_a links to Rfam database...	0.77	0.61	0.96	50	39288	3	0	2	1	32
ASE_00217	RNaseP_bact_a links to Rfam database...	0.78	0.67	0.91	60	40404	7	2	4	1	30
ASE_00221	RNaseP_bact_a links to Rfam database...	0.78	0.68	0.89	80	64530	10	1	9	0	37
ASE_00228	RNaseP_bact_a links to Rfam database...	0.70	0.62	0.79	53	46904	15	5	9	1	33
ASE_00229	RNaseP_bact_a links to Rfam database...	0.74	0.61	0.90	53	42427	8	0	6	2	34
ASE_00231	RNaseP_bact_a links to Rfam database...	0.59	0.46	0.76	44	47837	18	0	14	4	52
ASE_00232	RNaseP_bact_a links to Rfam database...	0.78	0.65	0.93	55	38444	4	0	4	0	29
ASE_00234	RNaseP_bact_a links to Rfam database...	0.50	0.32	0.77	41	75413	12	3	9	0	88
ASE_00238	RNaseP_bact_a links to Rfam database...	0.59	0.46	0.78	52	64194	16	0	15	1	62
ASE_00241	RNaseP_bact_a links to Rfam database...	0.70	0.60	0.83	52	43893	14	3	8	3	35
ASE_00242	RNaseP_bact_a links to Rfam database...	0.73	0.62	0.87	69	60996	11	1	9	1	43
ASE_00248	RNaseP_bact_a links to Rfam database...	0.73	0.62	0.87	71	62399	11	3	8	0	43
ASE_00254	RNaseP_bact_a links to Rfam database...	0.79	0.68	0.92	56	36795	6	0	5	1	26
ASE_00255	RNaseP_bact_a links to Rfam database...	0.49	0.40	0.60	52	74605	35	1	33	1	78
ASE_00257	RNaseP_bact_a links to Rfam database...	0.62	0.52	0.75	50	50973	17	3	14	0	47
ASE_00263	RNaseP_bact_a links to Rfam database...	0.61	0.44	0.85	53	70438	9	1	8	0	67
ASE_00267	RNaseP_bact_a links to Rfam database...	0.82	0.75	0.89	66	45076	9	3	5	1	22
ASE_00270	RNaseP_bact_a links to Rfam database...	0.30	0.18	0.50	23	72344	25	1	22	2	105
ASE_00274	RNaseP_bact_a links to Rfam database...	0.50	0.36	0.69	37	55557	17	5	12	0	66
ASE_00277	RNaseP_bact_a links to Rfam database...	0.48	0.37	0.62	34	48150	21	4	17	0	57
ASE_00279	RNaseP_bact_a links to Rfam database...	0.74	0.60	0.91	61	53234	6	0	6	0	40
ASE_00280	RNaseP_bact_a links to Rfam database...	0.68	0.55	0.84	54	51939	10	1	9	0	44
ASE_00281	RNaseP_bact_a links to Rfam database...	0.87	0.76	0.99	67	44483	1	0	1	0	21
ASE_00282	RNaseP_bact_a links to Rfam database...	0.59	0.43	0.82	54	77749	12	3	9	0	73
ASE_00283	RNaseP_bact_a links to Rfam database...	0.65	0.51	0.83	55	61710	11	2	9	0	52
ASE_00284	RNaseP_bact_a links to Rfam database...	0.70	0.53	0.92	57	58249	5	0	5	0	51
ASE_00285	RNaseP_bact_a links to Rfam database...	0.63	0.48	0.84	58	68937	11	2	9	0	64
ASE_00286	RNaseP_bact_a links to Rfam database...	0.79	0.66	0.94	61	46600	4	0	4	0	31
ASE_00287	RNaseP_bact_a links to Rfam database...	0.63	0.48	0.84	49	54888	9	1	8	0	54
ASE_00292	RNaseP_bact_a links to Rfam database...	0.69	0.56	0.85	77	81719	14	3	11	0	61
ASE_00294	RNaseP_bact_a links to Rfam database...	0.64	0.47	0.87	81	114388	14	2	10	2	90
ASE_00296	RNaseP_bact_a links to Rfam database...	0.62	0.47	0.81	68	91722	16	3	13	0	77
ASE_00297	RNaseP_bact_a links to Rfam database...	0.69	0.52	0.93	51	52920	7	0	4	3	47
ASE_00298	RNaseP_bact_a links to Rfam database...	0.65	0.51	0.83	58	67458	12	5	7	0	55
ASE_00318	RNaseP_bact_b links to Rfam database...	0.74	0.60	0.91	71	80122	17	2	5	10	47
ASE_00328	RNaseP_bact_b links to Rfam database...	0.71	0.64	0.77	72	72678	27	5	16	6	40
ASE_00332	RNaseP_bact_a links to Rfam database...	0.76	0.63	0.92	87	81715	8	0	8	0	51
ASE_00335	RNaseP_bact_b links to Rfam database...	0.70	0.62	0.80	72	75376	24	5	13	6	44
ASE_00340	RNaseP_bact_a links to Rfam database...	0.65	0.55	0.76	47	45994	15	7	8	0	38
ASE_00342	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.86	70	62400	14	3	8	3	45
ASE_00353	RNaseP_bact_a links to Rfam database...	0.65	0.50	0.84	53	57907	10	1	9	0	54
ASE_00361	RNaseP_bact_a links to Rfam database...	0.69	0.51	0.93	65	75396	5	1	4	0	62
ASE_00362	RNaseP_bact_a links to Rfam database...	0.75	0.63	0.90	57	48142	6	2	4	0	34
ASE_00363	RNaseP_bact_a links to Rfam database...	0.72	0.63	0.83	59	51289	12	2	10	0	35
ASE_00364	RNaseP_bact_a links to Rfam database...	0.55	0.39	0.77	41	54232	12	1	11	0	64
ASE_00366	RNaseP_bact_a links to Rfam database...	0.51	0.37	0.71	36	58602	16	1	14	1	62
ASE_00367	RNaseP_bact_a links to Rfam database...	0.78	0.65	0.93	56	43011	4	0	4	0	30
ASE_00369	RNaseP_bact_a links to Rfam database...	0.69	0.57	0.84	61	55872	12	3	9	0	46
ASE_00370	RNaseP_bact_a links to Rfam database...	0.66	0.51	0.84	43	41854	8	0	8	0	41
ASE_00372	RNaseP_bact_a links to Rfam database...	0.74	0.62	0.87	62	51932	9	0	9	0	38
ASE_00374	RNaseP_bact_a links to Rfam database...	0.74	0.59	0.93	52	44794	4	0	4	0	36
ASE_00376	RNaseP_bact_a links to Rfam database...	0.73	0.58	0.92	61	56887	6	0	5	1	44
ASE_00377	RNaseP_bact_a links to Rfam database...	0.73	0.59	0.90	63	57560	7	0	7	0	44
ASE_00379	RNaseP_bact_a links to Rfam database...	0.75	0.62	0.90	55	45995	6	2	4	0	34
ASE_00382	RNaseP_bact_a links to Rfam database...	0.70	0.60	0.82	50	41844	11	2	9	0	34
ASE_00383	RNaseP_bact_a links to Rfam database...	0.77	0.66	0.90	69	54538	11	3	5	3	36
ASE_00384	RNaseP_bact_a links to Rfam database...	0.74	0.59	0.93	54	48458	4	0	4	0	38
ASE_00386	RNaseP_bact_a links to Rfam database...	0.75	0.64	0.90	61	50335	7	2	5	0	35
ASE_00387	RNaseP_bact_a links to Rfam database...	0.74	0.61	0.90	63	55875	7	0	7	0	41
ASE_00388	RNaseP_bact_a links to Rfam database...	0.73	0.61	0.87	54	45691	10	1	7	2	35
ASE_00390	RNaseP_bact_a links to Rfam database...	0.73	0.60	0.88	51	42137	7	0	7	0	34
ASE_00393	RNaseP_bact_a links to Rfam database...	0.67	0.58	0.78	54	47826	16	2	13	1	39
ASE_00394	RNaseP_bact_a links to Rfam database...	0.68	0.56	0.83	52	46908	11	3	8	0	41
ASE_00395	RNaseP_bact_a links to Rfam database...	0.87	0.79	0.97	66	41548	2	0	2	0	18
ASE_00396	RNaseP_bact_a links to Rfam database...	0.74	0.63	0.88	52	41557	7	0	7	0	31
ASE_00397	RNaseP_bact_a links to Rfam database...	0.78	0.64	0.96	67	54545	5	3	0	2	38
ASE_00398	RNaseP_bact_a links to Rfam database...	0.63	0.48	0.82	50	55884	12	3	8	1	54
ASE_00400	RNaseP_bact_a links to Rfam database...	0.78	0.66	0.92	70	57894	11	3	3	5	36
ASE_00401	RNaseP_bact_a links to Rfam database...	0.54	0.37	0.81	46	76971	11	3	8	0	80
ASE_00402	RNaseP_bact_a links to Rfam database...	0.78	0.66	0.93	56	42426	4	0	4	0	29
ASE_00403	RNaseP_bact_a links to Rfam database...	0.69	0.51	0.93	55	55886	4	0	4	0	52
ASE_00404	RNaseP_bact_a links to Rfam database...	0.77	0.64	0.93	54	43013	5	1	3	1	31
ASE_00406	RNaseP_bact_a links to Rfam database...	0.69	0.56	0.84	53	48765	10	1	9	0	41
ASE_00411	RNaseP_bact_a links to Rfam database...	0.64	0.52	0.79	46	49397	12	7	5	0	43
ASE_00412	RNaseP_bact_a links to Rfam database...	0.61	0.49	0.76	51	58244	20	0	16	4	54
ASE_00413	RNaseP_bact_a links to Rfam database...	0.60	0.52	0.70	42	44491	21	4	14	3	39
ASE_00415	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.76	41	54892	14	0	13	1	62
ASE_00416	RNaseP_bact_a links to Rfam database...	0.70	0.60	0.83	76	77329	16	2	14	0	51
ASE_00419	RNaseP_bact_a links to Rfam database...	0.56	0.40	0.79	41	54894	11	2	9	0	62
ASE_00422	RNaseP_bact_a links to Rfam database...	0.69	0.59	0.82	55	46904	13	0	12	1	39
ASE_00423	RNaseP_bact_a links to Rfam database...	0.70	0.61	0.80	67	56869	18	3	14	1	42
ASE_00428	RNaseP_bact_a links to Rfam database...	0.66	0.54	0.80	68	76551	17	1	16	0	57
ASE_00430	RNaseP_bact_a links to Rfam database...	0.69	0.57	0.83	55	46905	12	0	11	1	42
ASE_00437	RNaseP_bact_a links to Rfam database...	0.45	0.36	0.58	48	79318	35	2	33	0	87
ASE_00441	RNaseP_bact_a links to Rfam database...	0.55	0.38	0.80	43	64207	15	0	11	4	69
ASE_00448	RNaseP_bact_a links to Rfam database...	0.77	0.70	0.86	78	64170	13	1	12	0	34
ASE_00451	RNaseP_bact_a links to Rfam database...	0.70	0.56	0.86	70	70795	11	3	8	0	55
RFA_00599	Telomerase-vert links to Rfam database...	0.75	0.65	0.87	72	101392	18	0	11	7	39
RFA_00601	Telomerase-vert links to Rfam database...	0.75	0.66	0.85	75	99147	17	0	13	4	39
RFA_00602	Telomerase-vert links to Rfam database...	0.65	0.54	0.78	63	101394	21	0	18	3	53

^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	242
Total TN	9811072
Total FP	969
Total FP CONTRA	45
Total FP INCONS	832
Total FP COMP	92
Total FN	17245

Total Scores
MCC	0.054
Average MCC ± 95% Confidence Intervals	0.039 ± 0.012
Sensitivity	0.014
Positive Predictive Value	0.216
Nr of predictions	164

^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_00004	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	47894	2	0	1	1	97
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_00022	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	83008	21	3	17	1	124
ASE_00028	RNaseP_bact_b links to Rfam database...	0.02	0.01	0.05	1	84646	22	5	14	3	125
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_00125	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	39337	3	0	3	0	88
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_00186	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	78994	9	1	8	0	132
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_00248	RNaseP_bact_a links to Rfam database...	0.11	0.03	0.43	3	62474	4	0	4	0	111
ASE_00254	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	36850	6	1	5	0	82
ASE_00255	RNaseP_bact_a links to Rfam database...	0.12	0.03	0.50	4	74683	4	0	4	0	126
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_00318	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	80184	21	0	16	5	118
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_00335	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	75451	19	1	14	4	116
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
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
RFA_00602	Telomerase-vert links to Rfam database...	0.09	0.02	0.50	2	101471	3	1	1	1	114

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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 RNAalifold(20) - scored higher in this pairwise comparison

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

2. Individual counts for RNAalifold(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 ]