CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	PPfold(20)		RNAalifold(seed)
MCC	0.751	>	0.494
Average MCC ± 95% Confidence Intervals	0.757 ± 0.013	>	0.456 ± 0.017
Sensitivity	0.661	>	0.307
Positive Predictive Value	0.855	>	0.796
Total TP	12951	>	6012
Total TN	17238094	<	17245678
Total FP	3047	>	1680
Total FP CONTRA	447	>	281
Total FP INCONS	1743	>	1264
Total FP COMP	857	>	135
Total FN	6652	<	13591
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	12951
Total TN	17238094
Total FP	3047
Total FP CONTRA	447
Total FP INCONS	1743
Total FP COMP	857
Total FN	6652

Total Scores
MCC	0.751
Average MCC ± 95% Confidence Intervals	0.757 ± 0.013
Sensitivity	0.661
Positive Predictive Value	0.855
Nr of predictions	165

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2. Individual counts for PPfold(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...	0.67	0.57	0.80	55	47826	17	1	13	3	42
ASE_00005	RNaseP_bact_a links to Rfam database...	0.75	0.64	0.88	75	57885	13	3	7	3	42
ASE_00006	RNaseP_bact_a links to Rfam database...	0.69	0.60	0.80	56	47516	16	1	13	2	37
ASE_00007	RNaseP_bact_a links to Rfam database...	0.85	0.81	0.89	89	59585	15	2	9	4	21
ASE_00012	RNaseP_bact_a links to Rfam database...	0.74	0.67	0.82	83	73819	24	4	14	6	40
ASE_00018	RNaseP_bact_a links to Rfam database...	0.77	0.66	0.90	89	80502	14	3	7	4	45
ASE_00020	RNaseP_bact_a links to Rfam database...	0.66	0.52	0.84	66	73841	19	6	7	6	60
ASE_00021	RNaseP_bact_a links to Rfam database...	0.55	0.44	0.69	70	104095	36	5	26	5	90
ASE_00022	RNaseP_bact_b links to Rfam database...	0.78	0.69	0.87	86	82929	22	1	12	9	38
ASE_00028	RNaseP_bact_b links to Rfam database...	0.75	0.64	0.87	81	84573	20	1	11	8	45
ASE_00035	RNaseP_bact_a links to Rfam database...	0.80	0.73	0.88	86	70402	19	1	11	7	32
ASE_00037	RNaseP_bact_a links to Rfam database...	0.86	0.81	0.92	89	59243	13	1	7	5	21
ASE_00040	RNaseP_bact_a links to Rfam database...	0.81	0.71	0.92	95	78900	10	3	5	2	38
ASE_00041	RNaseP_bact_a links to Rfam database...	0.83	0.81	0.85	88	57527	18	2	13	3	20
ASE_00042	RNaseP_bact_a links to Rfam database...	0.67	0.57	0.80	82	89998	23	2	18	3	63
ASE_00044	RNaseP_bact_a links to Rfam database...	0.89	0.86	0.92	90	54517	10	2	6	2	15
ASE_00064	RNaseP_bact_a links to Rfam database...	0.80	0.73	0.87	65	45376	15	1	9	5	24
ASE_00068	RNaseP_bact_a links to Rfam database...	0.64	0.54	0.75	46	37614	17	5	10	2	39
ASE_00074	RNaseP_bact_a links to Rfam database...	0.85	0.78	0.93	93	67796	12	1	6	5	26
ASE_00075	RNaseP_bact_a links to Rfam database...	0.57	0.44	0.72	72	108711	35	5	23	7	90
ASE_00077	RNaseP_bact_a links to Rfam database...	0.85	0.83	0.88	71	45069	14	5	5	4	15
ASE_00078	RNaseP_bact_a links to Rfam database...	0.91	0.87	0.95	72	42995	11	1	3	7	11
ASE_00080	RNaseP_bact_a links to Rfam database...	0.44	0.35	0.57	43	71555	36	2	31	3	80
ASE_00081	RNaseP_bact_a links to Rfam database...	0.82	0.73	0.92	71	49693	9	2	4	3	26
ASE_00082	RNaseP_bact_a links to Rfam database...	0.65	0.52	0.81	60	70426	22	1	13	8	56
ASE_00083	RNaseP_bact_a links to Rfam database...	0.74	0.62	0.89	68	62405	13	3	5	5	42
ASE_00084	RNaseP_bact_a links to Rfam database...	0.74	0.65	0.84	64	53552	16	2	10	4	35
ASE_00090	RNaseP_bact_a links to Rfam database...	0.78	0.67	0.91	68	55536	11	2	5	4	33
ASE_00092	RNaseP_bact_a links to Rfam database...	0.65	0.53	0.79	60	63470	21	3	13	5	53
ASE_00099	RNaseP_bact_a links to Rfam database...	0.85	0.78	0.93	93	64520	11	2	5	4	27
ASE_00104	RNaseP_bact_a links to Rfam database...	0.83	0.76	0.91	91	64161	15	1	8	6	28
ASE_00105	RNaseP_bact_a links to Rfam database...	0.59	0.50	0.70	56	64181	29	6	18	5	55
ASE_00107	RNaseP_bact_a links to Rfam database...	0.83	0.75	0.92	95	73050	11	2	6	3	32
ASE_00115	RNaseP_bact_a links to Rfam database...	0.78	0.68	0.88	69	54537	12	2	7	3	32
ASE_00118	RNaseP_bact_a links to Rfam database...	0.70	0.60	0.82	61	60652	17	2	11	4	41
ASE_00119	RNaseP_bact_a links to Rfam database...	0.70	0.54	0.92	58	62772	8	2	3	3	50
ASE_00123	RNaseP_bact_a links to Rfam database...	0.69	0.59	0.82	50	38442	14	3	8	3	35
ASE_00125	RNaseP_bact_a links to Rfam database...	0.72	0.60	0.87	53	39279	14	2	6	6	35
ASE_00128	RNaseP_bact_a links to Rfam database...	0.80	0.70	0.92	70	53225	10	2	4	4	30
ASE_00129	RNaseP_bact_a links to Rfam database...	0.77	0.65	0.92	72	62757	9	3	3	3	39
ASE_00131	RNaseP_bact_a links to Rfam database...	0.75	0.62	0.90	53	39281	12	2	4	6	32
ASE_00134	RNaseP_bact_a links to Rfam database...	0.75	0.68	0.83	65	50325	16	1	12	3	30
ASE_00135	RNaseP_bact_a links to Rfam database...	0.63	0.54	0.74	59	63110	24	3	18	3	50
ASE_00136	RNaseP_bact_a links to Rfam database...	0.79	0.72	0.88	66	48130	12	2	7	3	26
ASE_00137	RNaseP_bact_a links to Rfam database...	0.80	0.66	0.97	65	48449	7	1	1	5	33
ASE_00138	RNaseP_bact_a links to Rfam database...	0.84	0.78	0.91	63	40401	10	2	4	4	18
ASE_00140	RNaseP_bact_a links to Rfam database...	0.69	0.55	0.86	69	70796	17	7	4	6	56
ASE_00142	RNaseP_bact_a links to Rfam database...	0.83	0.74	0.93	90	67064	13	2	5	6	32
ASE_00146	RNaseP_bact_a links to Rfam database...	0.81	0.71	0.92	88	70780	13	1	7	5	36
ASE_00153	RNaseP_nuc links to Rfam database...	0.43	0.37	0.50	27	57576	32	4	23	5	46
ASE_00163	RNaseP_bact_a links to Rfam database...	0.83	0.76	0.90	71	53222	12	1	7	4	22
ASE_00165	RNaseP_bact_a links to Rfam database...	0.79	0.66	0.94	67	52904	10	2	2	6	34
ASE_00170	RNaseP_bact_a links to Rfam database...	0.73	0.66	0.80	61	48752	20	2	13	5	32
ASE_00171	RNaseP_bact_a links to Rfam database...	0.82	0.74	0.91	70	48439	11	3	4	4	24
ASE_00172	RNaseP_bact_a links to Rfam database...	0.77	0.65	0.91	69	58920	10	3	4	3	37
ASE_00174	RNaseP_bact_a links to Rfam database...	0.66	0.54	0.80	59	61001	18	3	12	3	50
ASE_00175	RNaseP_bact_a links to Rfam database...	0.73	0.64	0.85	68	59951	17	3	9	5	39
ASE_00179	RNaseP_bact_a links to Rfam database...	0.83	0.80	0.87	67	44176	15	5	5	5	17
ASE_00180	RNaseP_bact_a links to Rfam database...	0.78	0.69	0.88	69	51282	12	3	6	3	31
ASE_00181	RNaseP_bact_a links to Rfam database...	0.70	0.59	0.83	63	57554	18	4	9	5	43
ASE_00182	RNaseP_bact_a links to Rfam database...	0.69	0.53	0.90	72	84175	11	3	5	3	64
ASE_00184	RNaseP_bact_a links to Rfam database...	0.77	0.68	0.87	69	54536	13	2	8	3	33
ASE_00185	RNaseP_bact_a links to Rfam database...	0.68	0.52	0.90	66	73463	12	3	4	5	62
ASE_00186	RNaseP_bact_a links to Rfam database...	0.69	0.60	0.80	79	78904	24	3	17	4	53
ASE_00190	RNaseP_bact_b links to Rfam database...	0.75	0.64	0.87	58	45384	12	1	8	3	32
ASE_00197	RNaseP_bact_a links to Rfam database...	0.67	0.55	0.81	80	89154	24	2	17	5	65
ASE_00203	RNaseP_bact_a links to Rfam database...	0.80	0.72	0.90	69	46588	13	3	5	5	27
ASE_00212	RNaseP_bact_a links to Rfam database...	0.66	0.53	0.83	78	93867	20	2	14	4	70
ASE_00214	RNaseP_bact_a links to Rfam database...	0.77	0.66	0.91	68	56205	11	3	4	4	35
ASE_00215	RNaseP_bact_a links to Rfam database...	0.62	0.46	0.82	46	48460	13	2	8	3	53
ASE_00216	RNaseP_bact_a links to Rfam database...	0.91	0.84	0.99	69	39270	5	1	0	4	13
ASE_00217	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.91	69	40394	11	2	5	4	21
ASE_00221	RNaseP_bact_a links to Rfam database...	0.85	0.78	0.93	91	64522	10	1	6	3	26
ASE_00228	RNaseP_bact_a links to Rfam database...	0.75	0.69	0.83	59	46900	16	2	10	4	27
ASE_00229	RNaseP_bact_a links to Rfam database...	0.88	0.79	0.97	69	42415	5	2	0	3	18
ASE_00231	RNaseP_bact_a links to Rfam database...	0.67	0.57	0.77	55	47824	22	1	15	6	41
ASE_00232	RNaseP_bact_a links to Rfam database...	0.89	0.82	0.97	69	38432	6	1	1	4	15
ASE_00234	RNaseP_bact_a links to Rfam database...	0.66	0.53	0.83	68	75384	20	6	8	6	61
ASE_00238	RNaseP_bact_a links to Rfam database...	0.67	0.56	0.80	64	64181	22	5	11	6	50
ASE_00241	RNaseP_bact_a links to Rfam database...	0.83	0.78	0.87	68	43878	14	1	9	4	19
ASE_00242	RNaseP_bact_a links to Rfam database...	0.86	0.82	0.90	92	60973	15	1	9	5	20
ASE_00248	RNaseP_bact_a links to Rfam database...	0.86	0.81	0.91	92	62380	13	1	8	4	22
ASE_00254	RNaseP_bact_a links to Rfam database...	0.85	0.77	0.94	63	36789	8	2	2	4	19
ASE_00255	RNaseP_bact_a links to Rfam database...	0.62	0.55	0.71	72	74589	32	4	26	2	58
ASE_00257	RNaseP_bact_a links to Rfam database...	0.73	0.65	0.82	63	50963	17	4	10	3	34
ASE_00263	RNaseP_bact_a links to Rfam database...	0.70	0.57	0.87	68	70422	14	3	7	4	52
ASE_00267	RNaseP_bact_a links to Rfam database...	0.84	0.77	0.91	68	45075	13	2	5	6	20
ASE_00270	RNaseP_bact_a links to Rfam database...	0.58	0.43	0.79	55	72320	19	2	13	4	73
ASE_00274	RNaseP_bact_a links to Rfam database...	0.68	0.60	0.78	62	55531	21	5	13	3	41
ASE_00279	RNaseP_bact_a links to Rfam database...	0.79	0.69	0.90	70	53223	11	3	5	3	31
ASE_00280	RNaseP_bact_a links to Rfam database...	0.74	0.66	0.82	65	51924	17	3	11	3	33
ASE_00281	RNaseP_bact_a links to Rfam database...	0.81	0.75	0.87	66	44475	12	3	7	2	22
ASE_00282	RNaseP_bact_a links to Rfam database...	0.70	0.54	0.90	69	77738	12	2	6	4	58
ASE_00283	RNaseP_bact_a links to Rfam database...	0.73	0.63	0.86	67	61698	14	2	9	3	40
ASE_00284	RNaseP_bact_a links to Rfam database...	0.77	0.66	0.91	71	58233	11	4	3	4	37
ASE_00285	RNaseP_bact_a links to Rfam database...	0.70	0.55	0.91	67	68932	11	2	5	4	55
ASE_00286	RNaseP_bact_a links to Rfam database...	0.81	0.73	0.89	67	46590	12	2	6	4	25
ASE_00287	RNaseP_bact_a links to Rfam database...	0.69	0.60	0.79	62	54868	20	1	15	4	41
ASE_00292	RNaseP_bact_a links to Rfam database...	0.72	0.62	0.83	86	81707	20	2	15	3	52
ASE_00294	RNaseP_bact_a links to Rfam database...	0.72	0.57	0.92	97	114375	13	2	7	4	74
ASE_00296	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.86	88	91704	18	4	10	4	57
ASE_00297	RNaseP_bact_a links to Rfam database...	0.68	0.58	0.79	57	52903	19	4	11	4	41
ASE_00298	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.85	69	67447	15	3	9	3	44
ASE_00318	RNaseP_bact_b links to Rfam database...	0.75	0.66	0.85	78	80108	21	1	13	7	40
ASE_00328	RNaseP_bact_b links to Rfam database...	0.81	0.75	0.88	84	72675	19	1	11	7	28
ASE_00332	RNaseP_bact_a links to Rfam database...	0.78	0.67	0.91	92	81709	12	3	6	3	46
ASE_00335	RNaseP_bact_b links to Rfam database...	0.77	0.70	0.85	81	75371	25	1	13	11	35
ASE_00340	RNaseP_bact_a links to Rfam database...	0.75	0.67	0.85	57	45989	17	1	9	7	28
ASE_00342	RNaseP_bact_a links to Rfam database...	0.89	0.83	0.96	95	62382	9	1	3	5	20
ASE_00353	RNaseP_bact_a links to Rfam database...	0.75	0.64	0.88	68	57893	14	2	7	5	39
ASE_00361	RNaseP_bact_a links to Rfam database...	0.69	0.53	0.89	67	75391	13	3	5	5	60
ASE_00362	RNaseP_bact_a links to Rfam database...	0.80	0.71	0.89	65	48132	14	2	6	6	26
ASE_00363	RNaseP_bact_a links to Rfam database...	0.76	0.68	0.84	64	51284	17	2	10	5	30
ASE_00364	RNaseP_bact_a links to Rfam database...	0.76	0.66	0.87	69	54206	15	3	7	5	36
ASE_00366	RNaseP_bact_a links to Rfam database...	0.76	0.67	0.87	66	58577	13	3	7	3	32
ASE_00367	RNaseP_bact_a links to Rfam database...	0.85	0.79	0.91	68	42996	11	2	5	4	18
ASE_00369	RNaseP_bact_a links to Rfam database...	0.79	0.69	0.90	74	55863	13	1	7	5	33
ASE_00372	RNaseP_bact_a links to Rfam database...	0.76	0.65	0.88	65	51929	15	1	8	6	35
ASE_00374	RNaseP_bact_a links to Rfam database...	0.86	0.80	0.93	70	44775	8	2	3	3	18
ASE_00376	RNaseP_bact_a links to Rfam database...	0.73	0.63	0.85	66	56875	15	1	11	3	39
ASE_00377	RNaseP_bact_a links to Rfam database...	0.76	0.65	0.88	70	57550	13	3	7	3	37
ASE_00382	RNaseP_bact_a links to Rfam database...	0.83	0.80	0.87	67	41828	16	2	8	6	17
ASE_00383	RNaseP_bact_a links to Rfam database...	0.77	0.66	0.90	69	54538	13	1	7	5	36
ASE_00384	RNaseP_bact_a links to Rfam database...	0.81	0.74	0.89	68	48440	13	2	6	5	24
ASE_00386	RNaseP_bact_a links to Rfam database...	0.79	0.71	0.88	68	50326	12	2	7	3	28
ASE_00387	RNaseP_bact_a links to Rfam database...	0.71	0.62	0.83	64	55868	17	2	11	4	40
ASE_00388	RNaseP_bact_a links to Rfam database...	0.80	0.73	0.87	65	45678	16	1	9	6	24
ASE_00390	RNaseP_bact_a links to Rfam database...	0.85	0.80	0.89	68	42119	11	2	6	3	17
ASE_00393	RNaseP_bact_a links to Rfam database...	0.74	0.68	0.82	63	47818	19	1	13	5	30
ASE_00394	RNaseP_bact_a links to Rfam database...	0.83	0.74	0.92	69	46896	10	2	4	4	24
ASE_00395	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.87	66	41540	13	2	8	3	18
ASE_00396	RNaseP_bact_a links to Rfam database...	0.86	0.83	0.90	69	41539	12	3	5	4	14
ASE_00397	RNaseP_bact_a links to Rfam database...	0.75	0.64	0.88	67	54539	15	3	6	6	38
ASE_00398	RNaseP_bact_a links to Rfam database...	0.74	0.63	0.87	65	55870	13	1	9	3	39
ASE_00400	RNaseP_bact_a links to Rfam database...	0.79	0.67	0.92	71	57893	12	1	5	6	35
ASE_00401	RNaseP_bact_a links to Rfam database...	0.67	0.51	0.88	64	76955	13	2	7	4	62
ASE_00402	RNaseP_bact_a links to Rfam database...	0.85	0.80	0.89	68	42410	12	2	6	4	17
ASE_00403	RNaseP_bact_a links to Rfam database...	0.79	0.67	0.92	72	55867	12	1	5	6	35
ASE_00404	RNaseP_bact_a links to Rfam database...	0.85	0.80	0.89	68	42995	14	4	4	6	17
ASE_00406	RNaseP_bact_a links to Rfam database...	0.79	0.72	0.86	68	48749	14	2	9	3	26
ASE_00411	RNaseP_bact_a links to Rfam database...	0.70	0.67	0.72	60	49372	27	7	16	4	29
ASE_00412	RNaseP_bact_a links to Rfam database...	0.62	0.54	0.71	57	58231	28	5	18	5	48
ASE_00413	RNaseP_bact_a links to Rfam database...	0.76	0.73	0.79	59	44476	23	4	12	7	22
ASE_00416	RNaseP_bact_a links to Rfam database...	0.74	0.66	0.82	84	77319	23	4	14	5	43
ASE_00419	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.84	63	54871	16	5	7	4	40
ASE_00422	RNaseP_bact_a links to Rfam database...	0.82	0.73	0.91	69	46895	13	1	6	6	25
ASE_00423	RNaseP_bact_a links to Rfam database...	0.75	0.71	0.80	77	56857	23	3	16	4	32
ASE_00428	RNaseP_bact_a links to Rfam database...	0.75	0.68	0.83	85	76533	21	4	14	3	40
ASE_00430	RNaseP_bact_a links to Rfam database...	0.75	0.66	0.85	64	46896	14	1	10	3	33
ASE_00437	RNaseP_bact_a links to Rfam database...	0.58	0.50	0.69	67	79304	33	1	29	3	68
ASE_00441	RNaseP_bact_a links to Rfam database...	0.70	0.57	0.86	64	64187	13	3	7	3	48
ASE_00448	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.87	88	64160	15	3	10	2	24
ASE_00451	RNaseP_bact_a links to Rfam database...	0.81	0.73	0.91	91	70776	12	1	8	3	34
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.82	0.78	0.87	363	1192324	70	13	40	17	105
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.64	0.56	0.73	280	1627728	143	17	85	41	222
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.56	0.49	0.64	246	1674980	178	15	124	39	261
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.85	0.81	0.90	367	1119348	69	4	37	28	85
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.86	374	1135845	75	15	44	16	90
PDB_00828	Purine links to Rfam database...	0.84	0.70	1.00	19	2466	2	0	0	2	8
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...	0.79	0.71	0.89	24	4344	4	2	1	1	10
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.78	0.68	0.88	359	1204721	72	7	41	24	168
RFA_00599	Telomerase-vert links to Rfam database...	0.86	0.80	0.93	89	101379	16	3	4	9	22
RFA_00601	Telomerase-vert links to Rfam database...	0.77	0.68	0.89	77	99148	20	1	9	10	37

^top

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

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

Total Base Pair Counts
Total TP	6012
Total TN	17245678
Total FP	1680
Total FP CONTRA	281
Total FP INCONS	1264
Total FP COMP	135
Total FN	13591

Total Scores
MCC	0.494
Average MCC ± 95% Confidence Intervals	0.456 ± 0.017
Sensitivity	0.307
Positive Predictive Value	0.796
Nr of predictions	165

^top

2. Individual counts for RNAalifold(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...	0.45	0.23	0.88	22	47870	3	0	3	0	75
ASE_00005	RNaseP_bact_a links to Rfam database...	0.45	0.26	0.79	30	57932	8	1	7	0	87
ASE_00006	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.83	20	47562	4	0	4	0	73
ASE_00007	RNaseP_bact_a links to Rfam database...	0.52	0.33	0.82	36	59641	8	1	7	0	74
ASE_00012	RNaseP_bact_a links to Rfam database...	0.46	0.26	0.80	32	73880	11	1	7	3	91
ASE_00018	RNaseP_bact_a links to Rfam database...	0.47	0.27	0.82	36	80557	8	1	7	0	98
ASE_00020	RNaseP_bact_a links to Rfam database...	0.36	0.17	0.73	22	73890	8	3	5	0	104
ASE_00021	RNaseP_bact_a links to Rfam database...	0.39	0.18	0.83	29	104161	6	1	5	0	131
ASE_00022	RNaseP_bact_b links to Rfam database...	0.65	0.48	0.89	59	82962	13	1	6	6	65
ASE_00028	RNaseP_bact_b links to Rfam database...	0.65	0.48	0.90	60	84599	12	1	6	5	66
ASE_00035	RNaseP_bact_a links to Rfam database...	0.47	0.28	0.80	33	70459	11	1	7	3	85
ASE_00037	RNaseP_bact_a links to Rfam database...	0.51	0.32	0.81	35	59297	8	1	7	0	75
ASE_00040	RNaseP_bact_a links to Rfam database...	0.47	0.27	0.82	36	78959	8	1	7	0	97
ASE_00041	RNaseP_bact_a links to Rfam database...	0.49	0.28	0.88	30	57596	4	0	4	0	78
ASE_00042	RNaseP_bact_a links to Rfam database...	0.41	0.23	0.75	33	90056	11	1	10	0	112
ASE_00044	RNaseP_bact_a links to Rfam database...	0.52	0.33	0.81	35	54572	8	1	7	0	70
ASE_00064	RNaseP_bact_a links to Rfam database...	0.44	0.25	0.79	22	45423	6	1	5	0	67
ASE_00068	RNaseP_bact_a links to Rfam database...	0.37	0.20	0.68	17	37650	8	1	7	0	68
ASE_00074	RNaseP_bact_a links to Rfam database...	0.50	0.30	0.82	36	67852	8	1	7	0	83
ASE_00075	RNaseP_bact_a links to Rfam database...	0.38	0.19	0.79	30	108773	13	1	7	5	132
ASE_00077	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.75	18	45126	6	1	5	0	68
ASE_00078	RNaseP_bact_a links to Rfam database...	0.49	0.28	0.85	23	43044	6	0	4	2	60
ASE_00080	RNaseP_bact_a links to Rfam database...	0.23	0.11	0.48	14	71602	15	1	14	0	109
ASE_00081	RNaseP_bact_a links to Rfam database...	0.43	0.24	0.79	23	49741	6	1	5	0	74
ASE_00082	RNaseP_bact_a links to Rfam database...	0.34	0.16	0.75	18	70476	6	1	5	0	98
ASE_00083	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.79	23	62452	6	1	5	0	87
ASE_00084	RNaseP_bact_a links to Rfam database...	0.43	0.23	0.79	23	53599	6	1	5	0	76
ASE_00090	RNaseP_bact_a links to Rfam database...	0.42	0.23	0.79	23	55582	6	1	5	0	78
ASE_00092	RNaseP_bact_a links to Rfam database...	0.40	0.20	0.79	23	63517	6	1	5	0	90
ASE_00099	RNaseP_bact_a links to Rfam database...	0.49	0.30	0.82	36	64576	8	1	7	0	84
ASE_00104	RNaseP_bact_a links to Rfam database...	0.50	0.30	0.82	36	64217	8	1	7	0	83
ASE_00105	RNaseP_bact_a links to Rfam database...	0.38	0.20	0.73	22	64231	8	3	5	0	89
ASE_00107	RNaseP_bact_a links to Rfam database...	0.48	0.28	0.82	36	73109	8	1	7	0	91
ASE_00115	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.79	22	54587	6	1	5	0	79
ASE_00118	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.79	22	60698	7	1	5	1	80
ASE_00119	RNaseP_bact_a links to Rfam database...	0.31	0.12	0.81	13	62819	3	1	2	0	95
ASE_00123	RNaseP_bact_a links to Rfam database...	0.38	0.20	0.74	17	38480	6	1	5	0	68
ASE_00125	RNaseP_bact_a links to Rfam database...	0.37	0.16	0.88	14	39324	2	0	2	0	74
ASE_00128	RNaseP_bact_a links to Rfam database...	0.44	0.22	0.88	22	53276	3	1	2	0	78
ASE_00129	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.79	23	62806	6	1	5	0	88
ASE_00131	RNaseP_bact_a links to Rfam database...	0.38	0.20	0.71	17	39316	7	2	5	0	68
ASE_00134	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.79	23	50374	6	1	5	0	72
ASE_00135	RNaseP_bact_a links to Rfam database...	0.37	0.19	0.72	21	63161	8	1	7	0	88
ASE_00136	RNaseP_bact_a links to Rfam database...	0.44	0.25	0.79	23	48176	6	1	5	0	69
ASE_00137	RNaseP_bact_a links to Rfam database...	0.44	0.22	0.85	22	48490	4	0	4	0	76
ASE_00138	RNaseP_bact_a links to Rfam database...	0.47	0.28	0.79	23	40441	6	1	5	0	58
ASE_00140	RNaseP_bact_a links to Rfam database...	0.36	0.18	0.73	22	70846	8	3	5	0	103
ASE_00142	RNaseP_bact_a links to Rfam database...	0.50	0.30	0.84	36	67118	7	1	6	0	86
ASE_00146	RNaseP_bact_a links to Rfam database...	0.49	0.29	0.82	36	70832	8	1	7	0	88
ASE_00153	RNaseP_nuc links to Rfam database...	0.37	0.21	0.68	15	57608	7	0	7	0	58
ASE_00163	RNaseP_bact_a links to Rfam database...	0.44	0.25	0.79	23	53272	6	1	5	0	70
ASE_00165	RNaseP_bact_a links to Rfam database...	0.40	0.20	0.80	20	52950	5	1	4	0	81
ASE_00170	RNaseP_bact_a links to Rfam database...	0.44	0.25	0.79	23	48799	6	1	5	0	70
ASE_00171	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.79	23	48487	6	1	5	0	71
ASE_00172	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.79	23	58967	6	1	5	0	83
ASE_00174	RNaseP_bact_a links to Rfam database...	0.39	0.20	0.76	22	61046	7	2	5	0	87
ASE_00175	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.77	23	60001	7	2	5	0	84
ASE_00179	RNaseP_bact_a links to Rfam database...	0.39	0.20	0.77	17	44231	5	1	4	0	67
ASE_00180	RNaseP_bact_a links to Rfam database...	0.42	0.23	0.77	23	51330	7	2	5	0	77
ASE_00181	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.77	23	57600	7	2	5	0	83
ASE_00182	RNaseP_bact_a links to Rfam database...	0.37	0.17	0.79	23	84226	6	1	5	0	113
ASE_00184	RNaseP_bact_a links to Rfam database...	0.42	0.23	0.79	23	54586	6	1	5	0	79
ASE_00185	RNaseP_bact_a links to Rfam database...	0.38	0.18	0.79	23	73507	6	1	5	0	105
ASE_00186	RNaseP_bact_a links to Rfam database...	0.43	0.25	0.75	33	78959	11	1	10	0	99
ASE_00190	RNaseP_bact_b links to Rfam database...	0.66	0.50	0.87	45	45399	12	1	6	5	45
ASE_00197	RNaseP_bact_a links to Rfam database...	0.41	0.23	0.75	33	89209	11	1	10	0	112
ASE_00203	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.77	20	46639	6	2	4	0	76
ASE_00212	RNaseP_bact_a links to Rfam database...	0.40	0.22	0.74	32	93918	11	1	10	0	116
ASE_00214	RNaseP_bact_a links to Rfam database...	0.35	0.17	0.72	18	56255	7	2	5	0	85
ASE_00215	RNaseP_bact_a links to Rfam database...	0.36	0.17	0.74	17	48493	6	1	5	0	82
ASE_00216	RNaseP_bact_a links to Rfam database...	0.46	0.24	0.87	20	39317	3	0	3	0	62
ASE_00217	RNaseP_bact_a links to Rfam database...	0.51	0.33	0.79	30	40432	8	1	7	0	60
ASE_00221	RNaseP_bact_a links to Rfam database...	0.50	0.31	0.82	36	64576	8	1	7	0	81
ASE_00228	RNaseP_bact_a links to Rfam database...	0.47	0.26	0.88	22	46946	3	0	3	0	64
ASE_00229	RNaseP_bact_a links to Rfam database...	0.47	0.25	0.88	22	42461	3	0	3	0	65
ASE_00231	RNaseP_bact_a links to Rfam database...	0.45	0.23	0.88	22	47870	3	0	3	0	74
ASE_00232	RNaseP_bact_a links to Rfam database...	0.48	0.26	0.88	22	38478	3	0	3	0	62
ASE_00234	RNaseP_bact_a links to Rfam database...	0.35	0.17	0.73	22	75436	8	3	5	0	107
ASE_00238	RNaseP_bact_a links to Rfam database...	0.38	0.19	0.73	22	64231	8	3	5	0	92
ASE_00241	RNaseP_bact_a links to Rfam database...	0.46	0.26	0.79	23	43927	6	1	5	0	64
ASE_00242	RNaseP_bact_a links to Rfam database...	0.51	0.32	0.82	36	61031	8	1	7	0	76
ASE_00248	RNaseP_bact_a links to Rfam database...	0.51	0.32	0.82	36	62437	8	1	7	0	78
ASE_00254	RNaseP_bact_a links to Rfam database...	0.49	0.27	0.88	22	36831	3	0	3	0	60
ASE_00255	RNaseP_bact_a links to Rfam database...	0.47	0.27	0.81	35	74648	8	1	7	0	95
ASE_00257	RNaseP_bact_a links to Rfam database...	0.43	0.24	0.79	23	51011	6	1	5	0	74
ASE_00263	RNaseP_bact_a links to Rfam database...	0.39	0.19	0.79	23	70471	6	1	5	0	97
ASE_00267	RNaseP_bact_a links to Rfam database...	0.45	0.26	0.79	23	45121	6	1	5	0	65
ASE_00270	RNaseP_bact_a links to Rfam database...	0.22	0.09	0.52	12	72367	12	1	10	1	116
ASE_00274	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.73	22	55581	8	3	5	0	81
ASE_00279	RNaseP_bact_a links to Rfam database...	0.42	0.23	0.79	23	53272	6	1	5	0	78
ASE_00280	RNaseP_bact_a links to Rfam database...	0.40	0.18	0.86	18	51982	3	1	2	0	80
ASE_00281	RNaseP_bact_a links to Rfam database...	0.45	0.26	0.79	23	44522	6	1	5	0	65
ASE_00282	RNaseP_bact_a links to Rfam database...	0.37	0.18	0.77	23	77785	7	2	5	0	104
ASE_00283	RNaseP_bact_a links to Rfam database...	0.35	0.17	0.75	18	61752	6	1	5	0	89
ASE_00284	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.77	23	58281	7	2	5	0	85
ASE_00285	RNaseP_bact_a links to Rfam database...	0.39	0.19	0.79	23	68977	6	1	5	0	99
ASE_00286	RNaseP_bact_a links to Rfam database...	0.43	0.24	0.79	22	46637	6	1	5	0	70
ASE_00287	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.79	23	54917	6	1	5	0	80
ASE_00292	RNaseP_bact_a links to Rfam database...	0.46	0.26	0.82	36	81766	8	1	7	0	102
ASE_00294	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.82	36	114437	8	1	7	0	135
ASE_00296	RNaseP_bact_a links to Rfam database...	0.45	0.25	0.82	36	91762	8	1	7	0	109
ASE_00297	RNaseP_bact_a links to Rfam database...	0.43	0.23	0.79	23	52946	6	1	5	0	75
ASE_00298	RNaseP_bact_a links to Rfam database...	0.40	0.20	0.79	23	67499	6	1	5	0	90
ASE_00318	RNaseP_bact_b links to Rfam database...	0.66	0.48	0.89	57	80136	13	1	6	6	61
ASE_00328	RNaseP_bact_b links to Rfam database...	0.69	0.54	0.90	60	72704	12	1	6	5	52
ASE_00332	RNaseP_bact_a links to Rfam database...	0.46	0.26	0.82	36	81766	8	1	7	0	102
ASE_00335	RNaseP_bact_b links to Rfam database...	0.68	0.52	0.90	60	75399	12	1	6	5	56
ASE_00340	RNaseP_bact_a links to Rfam database...	0.43	0.21	0.86	18	46035	3	0	3	0	67
ASE_00342	RNaseP_bact_a links to Rfam database...	0.51	0.31	0.82	36	62437	8	1	7	0	79
ASE_00353	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.77	23	57940	7	2	5	0	84
ASE_00361	RNaseP_bact_a links to Rfam database...	0.36	0.17	0.76	22	75437	7	2	5	0	105
ASE_00362	RNaseP_bact_a links to Rfam database...	0.45	0.25	0.79	23	48176	6	1	5	0	68
ASE_00363	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.79	23	51331	6	1	5	0	71
ASE_00364	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.77	23	54255	7	2	5	0	82
ASE_00366	RNaseP_bact_a links to Rfam database...	0.36	0.18	0.72	18	58628	7	2	5	0	80
ASE_00367	RNaseP_bact_a links to Rfam database...	0.46	0.27	0.79	23	43042	6	1	5	0	63
ASE_00369	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.79	23	55916	6	1	5	0	84
ASE_00372	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.76	22	51974	7	1	6	0	78
ASE_00374	RNaseP_bact_a links to Rfam database...	0.45	0.26	0.79	23	44821	6	1	5	0	65
ASE_00376	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.79	23	56924	6	1	5	0	82
ASE_00377	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.77	23	57600	7	2	5	0	84
ASE_00382	RNaseP_bact_a links to Rfam database...	0.47	0.27	0.79	23	41876	6	1	5	0	61
ASE_00383	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.79	23	54586	6	1	5	0	82
ASE_00384	RNaseP_bact_a links to Rfam database...	0.44	0.25	0.79	23	48487	6	1	5	0	69
ASE_00386	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.79	23	50374	6	1	5	0	73
ASE_00387	RNaseP_bact_a links to Rfam database...	0.38	0.20	0.72	21	55916	8	1	7	0	83
ASE_00388	RNaseP_bact_a links to Rfam database...	0.45	0.26	0.79	23	45724	6	1	5	0	66
ASE_00390	RNaseP_bact_a links to Rfam database...	0.46	0.27	0.79	23	42166	6	1	5	0	62
ASE_00393	RNaseP_bact_a links to Rfam database...	0.40	0.23	0.72	21	47866	8	1	7	0	72
ASE_00394	RNaseP_bact_a links to Rfam database...	0.44	0.25	0.79	23	46942	6	1	5	0	70
ASE_00395	RNaseP_bact_a links to Rfam database...	0.47	0.27	0.79	23	41587	6	1	5	0	61
ASE_00396	RNaseP_bact_a links to Rfam database...	0.47	0.28	0.79	23	41587	6	1	5	0	60
ASE_00397	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.79	23	54586	6	1	5	0	82
ASE_00398	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.79	23	55916	6	1	5	0	81
ASE_00400	RNaseP_bact_a links to Rfam database...	0.41	0.22	0.79	23	57941	6	1	5	0	83
ASE_00401	RNaseP_bact_a links to Rfam database...	0.33	0.14	0.75	18	77004	6	1	5	0	108
ASE_00402	RNaseP_bact_a links to Rfam database...	0.46	0.27	0.79	23	42457	6	1	5	0	62
ASE_00403	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.79	23	55916	6	1	5	0	84
ASE_00404	RNaseP_bact_a links to Rfam database...	0.46	0.27	0.79	23	43042	6	1	5	0	62
ASE_00406	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.79	23	48799	6	1	5	0	71
ASE_00411	RNaseP_bact_a links to Rfam database...	0.41	0.25	0.69	22	49423	10	5	5	0	67
ASE_00412	RNaseP_bact_a links to Rfam database...	0.39	0.21	0.73	22	58281	8	3	5	0	83
ASE_00413	RNaseP_bact_a links to Rfam database...	0.46	0.27	0.79	22	44523	6	1	5	0	59
ASE_00416	RNaseP_bact_a links to Rfam database...	0.47	0.28	0.80	35	77377	9	1	8	0	92
ASE_00419	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.73	22	54916	8	2	6	0	81
ASE_00422	RNaseP_bact_a links to Rfam database...	0.40	0.19	0.86	18	46950	3	0	3	0	76
ASE_00423	RNaseP_bact_a links to Rfam database...	0.51	0.32	0.81	35	56910	8	1	7	0	74
ASE_00428	RNaseP_bact_a links to Rfam database...	0.47	0.28	0.80	35	76592	9	1	8	0	90
ASE_00430	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.83	20	46947	4	0	4	0	77
ASE_00437	RNaseP_bact_a links to Rfam database...	0.30	0.17	0.55	23	79359	19	1	18	0	112
ASE_00441	RNaseP_bact_a links to Rfam database...	0.38	0.19	0.78	21	64234	7	1	5	1	91
ASE_00448	RNaseP_bact_a links to Rfam database...	0.48	0.30	0.77	34	64217	10	1	9	0	78
ASE_00451	RNaseP_bact_a links to Rfam database...	0.48	0.29	0.82	36	70832	8	1	7	0	89
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.85	0.79	0.91	369	1192333	48	13	25	10	99
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.44	0.37	0.53	184	1627762	174	32	132	10	318
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.44	0.36	0.53	184	1675017	173	32	132	9	323
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.87	0.81	0.92	366	1119360	52	6	24	22	86
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.84	0.80	0.88	372	1135856	59	15	35	9	92
PDB_00828	Purine links to Rfam database...	0.70	0.59	0.84	16	2466	3	2	1	0	11
PDB_00829	Purine links to Rfam database...	0.75	0.67	0.84	16	2259	3	2	1	0	8
PDB_01020	Purine links to Rfam database...	0.73	0.65	0.83	15	2260	4	2	1	1	8
PDB_01073	SAM links to Rfam database...	0.80	0.65	1.00	22	4349	1	0	0	1	12
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.77	0.68	0.87	358	1204715	73	7	48	18	169
RFA_00599	Telomerase-vert links to Rfam database...	0.79	0.66	0.95	73	101398	7	0	4	3	38
RFA_00601	Telomerase-vert links to Rfam database...	0.79	0.67	0.93	76	99153	10	0	6	4	38

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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 PPfold(20) - scored higher in this pairwise comparison

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

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

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

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

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