CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	Murlet(20)		Contrafold
MCC	0.566	>	0.563
Average MCC ± 95% Confidence Intervals	0.559 ± 0.021	<	0.587 ± 0.025
Sensitivity	0.445	<	0.540
Positive Predictive Value	0.722	>	0.588
Total TP	8722	<	10581
Total TN	21474826	>	21468900
Total FP	3823	<	8682
Total FP CONTRA	484	<	1107
Total FP INCONS	2876	<	6320
Total FP COMP	463	<	1255
Total FN	10890	>	9031
P-value	0.000639955457467

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Performance plots

Comparison of performance of Murlet(20) and Contrafold. 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 Murlet(20) and Contrafold).
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 Murlet(20) and Contrafold).
Comparison of average Matthews Correlation Coefficients (MCCs) for Murlet(20) and Contrafold. 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 Murlet(20) and Contrafold).

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

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

Total Base Pair Counts
Total TP	8722
Total TN	21474826
Total FP	3823
Total FP CONTRA	484
Total FP INCONS	2876
Total FP COMP	463
Total FN	10890

Total Scores
MCC	0.566
Average MCC ± 95% Confidence Intervals	0.559 ± 0.021
Sensitivity	0.445
Positive Predictive Value	0.722
Nr of predictions	159

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2. Individual counts for Murlet(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...	0.46	0.34	0.61	33	47841	21	1	20	0	64
ASE_00007	RNaseP_bact_a links to Rfam database...	0.71	0.57	0.89	63	59614	8	2	6	0	47
ASE_00018	RNaseP_bact_a links to Rfam database...	0.61	0.45	0.82	60	80528	13	3	10	0	74
ASE_00022	RNaseP_bact_b links to Rfam database...	0.67	0.50	0.89	62	82958	15	0	8	7	62
ASE_00028	RNaseP_bact_b links to Rfam database...	0.56	0.40	0.77	51	84600	15	5	10	0	75
ASE_00035	RNaseP_bact_a links to Rfam database...	0.62	0.49	0.79	58	70427	17	4	11	2	60
ASE_00040	RNaseP_bact_a links to Rfam database...	0.62	0.43	0.90	57	78940	6	0	6	0	76
ASE_00064	RNaseP_bact_a links to Rfam database...	0.55	0.39	0.76	35	45405	14	3	8	3	54
ASE_00068	RNaseP_bact_a links to Rfam database...	0.62	0.42	0.90	36	37635	4	3	1	0	49
ASE_00075	RNaseP_bact_a links to Rfam database...	0.51	0.34	0.76	55	108739	19	1	16	2	107
ASE_00077	RNaseP_bact_a links to Rfam database...	0.48	0.35	0.67	30	45105	18	0	15	3	56
ASE_00078	RNaseP_bact_a links to Rfam database...	0.64	0.53	0.79	44	43015	12	3	9	0	39
ASE_00080	RNaseP_bact_a links to Rfam database...	0.31	0.21	0.46	26	71574	31	3	28	0	97
ASE_00081	RNaseP_bact_a links to Rfam database...	0.73	0.58	0.93	56	49710	5	0	4	1	41
ASE_00082	RNaseP_bact_a links to Rfam database...	0.27	0.20	0.37	23	70438	42	2	37	3	93
ASE_00083	RNaseP_bact_a links to Rfam database...	0.54	0.39	0.75	43	62424	14	2	12	0	67
ASE_00084	RNaseP_bact_a links to Rfam database...	0.53	0.36	0.77	36	53581	12	0	11	1	63
ASE_00087	RNaseP_bact_a links to Rfam database...	0.35	0.21	0.58	30	88358	22	0	22	0	114
ASE_00092	RNaseP_bact_a links to Rfam database...	0.58	0.40	0.85	45	63493	10	0	8	2	68
ASE_00104	RNaseP_bact_a links to Rfam database...	0.51	0.38	0.69	45	64196	20	1	19	0	74
ASE_00107	RNaseP_bact_a links to Rfam database...	0.64	0.48	0.86	61	73082	13	2	8	3	66
ASE_00115	RNaseP_bact_a links to Rfam database...	0.46	0.30	0.71	30	54573	12	1	11	0	71
ASE_00119	RNaseP_bact_a links to Rfam database...	0.11	0.08	0.16	9	62779	48	2	45	1	99
ASE_00123	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.76	34	38458	11	0	11	0	51
ASE_00135	RNaseP_bact_a links to Rfam database...	0.34	0.24	0.49	26	63137	29	3	24	2	83
ASE_00138	RNaseP_bact_a links to Rfam database...	0.60	0.47	0.76	38	40420	13	0	12	1	43
ASE_00142	RNaseP_bact_a links to Rfam database...	0.52	0.40	0.68	49	67089	23	1	22	0	73
ASE_00146	RNaseP_bact_a links to Rfam database...	0.70	0.56	0.87	69	70797	13	0	10	3	55
ASE_00153	RNaseP_nuc links to Rfam database...	0.34	0.23	0.50	17	57596	26	3	14	9	56
ASE_00163	RNaseP_bact_a links to Rfam database...	0.47	0.32	0.70	30	53258	13	0	13	0	63
ASE_00170	RNaseP_bact_a links to Rfam database...	0.52	0.37	0.74	34	48782	12	0	12	0	59
ASE_00174	RNaseP_bact_a links to Rfam database...	0.30	0.23	0.39	25	61011	43	2	37	4	84
ASE_00179	RNaseP_bact_a links to Rfam database...	0.49	0.40	0.61	34	44197	22	0	22	0	50
ASE_00180	RNaseP_bact_a links to Rfam database...	0.70	0.55	0.90	55	51299	6	2	4	0	45
ASE_00182	RNaseP_bact_a links to Rfam database...	0.24	0.15	0.41	20	84206	31	1	28	2	116
ASE_00184	RNaseP_bact_a links to Rfam database...	0.58	0.42	0.80	43	54561	11	2	9	0	59
ASE_00185	RNaseP_bact_a links to Rfam database...	0.28	0.16	0.48	21	73492	23	0	23	0	107
ASE_00186	RNaseP_bact_a links to Rfam database...	0.61	0.45	0.84	59	78933	11	1	10	0	73
ASE_00190	RNaseP_bact_b links to Rfam database...	0.38	0.22	0.67	20	45421	12	0	10	2	70
ASE_00212	RNaseP_bact_a links to Rfam database...	0.55	0.39	0.78	58	93887	16	1	15	0	90
ASE_00214	RNaseP_bact_a links to Rfam database...	0.40	0.27	0.58	28	56232	21	1	19	1	75
ASE_00215	RNaseP_bact_a links to Rfam database...	0.46	0.31	0.69	31	48471	14	4	10	0	68
ASE_00217	RNaseP_bact_a links to Rfam database...	0.66	0.50	0.87	45	40418	7	1	6	0	45
ASE_00221	RNaseP_bact_a links to Rfam database...	0.58	0.44	0.78	51	64555	14	0	14	0	66
ASE_00228	RNaseP_bact_a links to Rfam database...	0.53	0.44	0.63	38	46911	23	1	21	1	48
ASE_00229	RNaseP_bact_a links to Rfam database...	0.61	0.48	0.76	42	42431	13	3	10	0	45
ASE_00238	RNaseP_bact_a links to Rfam database...	0.45	0.30	0.68	34	64211	16	2	14	0	80
ASE_00241	RNaseP_bact_a links to Rfam database...	0.66	0.55	0.79	48	43895	16	2	11	3	39
ASE_00248	RNaseP_bact_a links to Rfam database...	0.76	0.63	0.91	72	62402	7	0	7	0	42
ASE_00255	RNaseP_bact_a links to Rfam database...	0.53	0.39	0.72	51	74620	21	1	19	1	79
ASE_00257	RNaseP_bact_a links to Rfam database...	0.55	0.43	0.69	42	50979	19	0	19	0	55
ASE_00267	RNaseP_bact_a links to Rfam database...	0.76	0.61	0.95	54	45093	4	2	1	1	34
ASE_00270	RNaseP_bact_a links to Rfam database...	0.21	0.14	0.32	18	72333	41	0	39	2	110
ASE_00279	RNaseP_bact_a links to Rfam database...	0.63	0.48	0.84	48	53244	9	1	8	0	53
ASE_00280	RNaseP_bact_a links to Rfam database...	0.67	0.54	0.84	53	51940	10	3	7	0	45
ASE_00281	RNaseP_bact_a links to Rfam database...	0.74	0.60	0.91	53	44493	5	0	5	0	35
ASE_00283	RNaseP_bact_a links to Rfam database...	0.55	0.41	0.73	44	61716	16	0	16	0	63
ASE_00285	RNaseP_bact_a links to Rfam database...	0.45	0.33	0.62	40	68941	25	1	24	0	82
ASE_00292	RNaseP_bact_a links to Rfam database...	0.52	0.36	0.74	50	81742	18	1	17	0	88
ASE_00294	RNaseP_bact_a links to Rfam database...	0.55	0.37	0.83	63	114405	14	4	9	1	108
ASE_00297	RNaseP_bact_a links to Rfam database...	0.59	0.41	0.85	40	52928	10	0	7	3	58
ASE_00298	RNaseP_bact_a links to Rfam database...	0.22	0.15	0.32	17	67475	36	4	32	0	96
ASE_00318	RNaseP_bact_b links to Rfam database...	0.66	0.49	0.89	58	80135	16	2	5	9	60
ASE_00328	RNaseP_bact_b links to Rfam database...	0.59	0.48	0.72	54	72696	27	5	16	6	58
ASE_00332	RNaseP_bact_a links to Rfam database...	0.63	0.47	0.83	65	81732	13	2	11	0	73
ASE_00335	RNaseP_bact_b links to Rfam database...	0.60	0.48	0.76	56	75392	19	5	13	1	60
ASE_00340	RNaseP_bact_a links to Rfam database...	0.45	0.34	0.60	29	46008	22	3	16	3	56
ASE_00353	RNaseP_bact_a links to Rfam database...	0.50	0.35	0.71	37	57918	15	0	15	0	70
ASE_00361	RNaseP_bact_a links to Rfam database...	0.57	0.39	0.82	50	75405	11	1	10	0	77
ASE_00362	RNaseP_bact_a links to Rfam database...	0.56	0.38	0.81	35	48162	12	0	8	4	56
ASE_00363	RNaseP_bact_a links to Rfam database...	0.61	0.44	0.85	41	51312	7	0	7	0	53
ASE_00364	RNaseP_bact_a links to Rfam database...	0.58	0.38	0.89	40	54240	5	0	5	0	65
ASE_00366	RNaseP_bact_a links to Rfam database...	0.49	0.36	0.67	35	58601	19	0	17	2	63
ASE_00367	RNaseP_bact_a links to Rfam database...	0.71	0.57	0.89	49	43016	6	2	4	0	37
ASE_00372	RNaseP_bact_a links to Rfam database...	0.40	0.31	0.53	31	51944	28	3	25	0	69
ASE_00376	RNaseP_bact_a links to Rfam database...	0.57	0.40	0.82	42	56902	9	2	7	0	63
ASE_00382	RNaseP_bact_a links to Rfam database...	0.65	0.51	0.83	43	41853	9	2	7	0	41
ASE_00384	RNaseP_bact_a links to Rfam database...	0.59	0.43	0.80	40	48466	10	2	8	0	52
ASE_00386	RNaseP_bact_a links to Rfam database...	0.54	0.36	0.80	35	50359	9	1	8	0	61
ASE_00387	RNaseP_bact_a links to Rfam database...	0.64	0.45	0.90	47	55893	5	0	5	0	57
ASE_00388	RNaseP_bact_a links to Rfam database...	0.53	0.38	0.72	34	45706	16	1	12	3	55
ASE_00390	RNaseP_bact_a links to Rfam database...	0.77	0.64	0.93	54	42137	6	1	3	2	31
ASE_00393	RNaseP_bact_a links to Rfam database...	0.55	0.41	0.73	38	47843	15	3	11	1	55
ASE_00394	RNaseP_bact_a links to Rfam database...	0.56	0.41	0.78	38	46922	11	1	10	0	55
ASE_00395	RNaseP_bact_a links to Rfam database...	0.68	0.51	0.90	43	41568	5	0	5	0	41
ASE_00396	RNaseP_bact_a links to Rfam database...	0.62	0.47	0.81	39	41568	9	0	9	0	44
ASE_00397	RNaseP_bact_a links to Rfam database...	0.63	0.45	0.89	47	54562	9	1	5	3	58
ASE_00398	RNaseP_bact_a links to Rfam database...	0.49	0.32	0.75	33	55901	12	0	11	1	71
ASE_00400	RNaseP_bact_a links to Rfam database...	0.47	0.36	0.61	38	57908	25	3	21	1	68
ASE_00402	RNaseP_bact_a links to Rfam database...	0.55	0.35	0.86	30	42451	5	2	3	0	55
ASE_00404	RNaseP_bact_a links to Rfam database...	0.72	0.55	0.94	47	43021	4	0	3	1	38
ASE_00406	RNaseP_bact_a links to Rfam database...	0.60	0.44	0.84	41	48779	8	0	8	0	53
ASE_00411	RNaseP_bact_a links to Rfam database...	0.59	0.39	0.88	35	49415	5	0	5	0	54
ASE_00412	RNaseP_bact_a links to Rfam database...	0.51	0.32	0.79	34	58268	11	0	9	2	71
ASE_00416	RNaseP_bact_a links to Rfam database...	0.45	0.33	0.62	42	77353	26	1	25	0	85
ASE_00419	RNaseP_bact_a links to Rfam database...	0.49	0.33	0.74	34	54900	12	2	10	0	69
ASE_00422	RNaseP_bact_a links to Rfam database...	0.50	0.35	0.70	33	46924	14	0	14	0	61
ASE_00423	RNaseP_bact_a links to Rfam database...	0.65	0.53	0.79	58	56880	15	0	15	0	51
ASE_00428	RNaseP_bact_a links to Rfam database...	0.47	0.34	0.67	42	76573	21	4	17	0	83
ASE_00430	RNaseP_bact_a links to Rfam database...	0.50	0.37	0.68	36	46918	17	0	17	0	61
ASE_00437	RNaseP_bact_a links to Rfam database...	0.42	0.32	0.56	43	79324	34	3	31	0	92
ASE_00448	RNaseP_bact_a links to Rfam database...	0.63	0.49	0.82	55	64194	12	3	9	0	57
ASE_00451	RNaseP_bact_a links to Rfam database...	0.56	0.41	0.76	51	70809	16	1	15	0	74
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.75	0.70	0.81	330	1178473	93	14	63	16	143
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.75	0.68	0.84	325	1198537	73	14	50	9	153
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.75	0.67	0.83	302	1129893	75	12	49	14	148
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.78	0.72	0.85	328	1117874	75	11	47	17	125
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.39	0.31	0.49	160	1988690	189	26	139	24	357
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.31	0.25	0.40	122	1615195	206	23	163	20	374
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.33	0.29	0.36	146	1665818	288	38	223	27	349
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.78	0.71	0.86	318	1137416	79	8	44	27	129
PDB_00571	tRNA links to Rfam database...	0.59	0.52	0.68	13	3302	7	0	6	1	12
PDB_00828	Purine links to Rfam database...	0.84	0.70	1.00	19	2466	0	0	0	0	8
PDB_00829	Purine links to Rfam database...	0.82	0.67	1.00	16	2262	0	0	0	0	8
PDB_01020	Purine links to Rfam database...	0.83	0.70	1.00	16	2262	0	0	0	0	7
PDB_01073	SAM links to Rfam database...	0.66	0.44	1.00	15	4356	1	0	0	1	19
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.73	0.62	0.86	337	1433581	81	3	50	28	203
RFA_00599	Telomerase-vert links to Rfam database...	0.44	0.34	0.58	38	101409	33	1	27	5	73
RFA_00601	Telomerase-vert links to Rfam database...	0.31	0.23	0.42	26	99173	43	3	33	7	88
RFA_00602	Telomerase-vert links to Rfam database...	0.24	0.16	0.35	19	101421	41	2	33	6	97
TMR_00017	tmRNA links to Rfam database...	0.72	0.60	0.87	61	67091	13	0	9	4	41
TMR_00018	tmRNA links to Rfam database...	0.56	0.49	0.65	45	64551	29	6	18	5	47
TMR_00038	tmRNA links to Rfam database...	0.67	0.53	0.84	58	71184	13	5	6	2	52
TMR_00042	tmRNA links to Rfam database...	0.56	0.44	0.70	43	62774	19	1	17	1	55
TMR_00046	tmRNA links to Rfam database...	0.60	0.52	0.69	50	62763	23	6	16	1	46
TMR_00048	tmRNA links to Rfam database...	0.56	0.48	0.66	46	64910	29	9	15	5	49
TMR_00080	tmRNA links to Rfam database...	0.54	0.49	0.60	47	70422	35	12	19	4	49
TMR_00082	tmRNA links to Rfam database...	0.59	0.50	0.71	48	67828	25	7	13	5	48
TMR_00123	tmRNA links to Rfam database...	0.64	0.50	0.81	51	66367	17	3	9	5	50
TMR_00137	tmRNA links to Rfam database...	0.54	0.46	0.64	41	61011	28	5	18	5	48
TMR_00142	tmRNA links to Rfam database...	0.64	0.60	0.69	61	70788	34	12	15	7	41
TMR_00207	tmRNA links to Rfam database...	0.53	0.42	0.66	43	72325	26	4	18	4	60
TMR_00257	tmRNA links to Rfam database...	0.56	0.48	0.64	47	67088	29	4	22	3	51
TMR_00271	tmRNA links to Rfam database...	0.55	0.42	0.72	38	64208	20	1	14	5	53
TMR_00332	tmRNA links to Rfam database...	0.70	0.58	0.85	57	67094	16	0	10	6	42
TMR_00366	tmRNA links to Rfam database...	0.53	0.49	0.58	49	67811	43	8	28	7	51
TMR_00378	tmRNA links to Rfam database...	0.57	0.51	0.64	49	67820	37	9	18	10	48
TMR_00399	tmRNA links to Rfam database...	0.61	0.47	0.79	44	64924	18	2	10	6	50
TMR_00404	tmRNA links to Rfam database...	0.53	0.41	0.68	38	67472	21	8	10	3	54
TMR_00427	tmRNA links to Rfam database...	0.20	0.13	0.30	13	67485	30	4	26	0	84
TMR_00443	tmRNA links to Rfam database...	0.73	0.61	0.88	63	67089	13	0	9	4	41
TMR_00451	tmRNA links to Rfam database...	0.52	0.46	0.58	41	63475	36	8	22	6	48
TMR_00458	tmRNA links to Rfam database...	0.50	0.41	0.61	38	63484	29	4	20	5	55
TMR_00469	tmRNA links to Rfam database...	0.64	0.48	0.84	48	64563	10	3	6	1	52
TMR_00472	tmRNA links to Rfam database...	0.70	0.61	0.81	59	64547	15	8	6	1	38
TMR_00519	tmRNA links to Rfam database...	0.49	0.37	0.65	35	63136	23	2	17	4	60
TMR_00520	tmRNA links to Rfam database...	0.44	0.35	0.54	35	63125	36	5	25	6	64
TMR_00522	tmRNA links to Rfam database...	0.49	0.39	0.60	38	63127	29	8	17	4	59
TMR_00528	tmRNA links to Rfam database...	0.48	0.41	0.57	40	63120	36	7	23	6	57
TMR_00540	tmRNA links to Rfam database...	0.53	0.45	0.63	47	73461	28	8	20	0	57
TMR_00568	tmRNA links to Rfam database...	0.72	0.64	0.82	63	60649	18	3	11	4	36
TMR_00571	tmRNA links to Rfam database...	0.76	0.67	0.86	66	60649	15	2	9	4	33
TMR_00580	tmRNA links to Rfam database...	0.75	0.66	0.86	66	60649	15	2	9	4	34
TMR_00584	tmRNA links to Rfam database...	0.71	0.62	0.81	60	61001	17	4	10	3	37
TMR_00586	tmRNA links to Rfam database...	0.71	0.63	0.79	61	60998	20	5	11	4	36
TMR_00616	tmRNA links to Rfam database...	0.67	0.58	0.79	57	67089	16	6	9	1	42
TMR_00699	tmRNA links to Rfam database...	0.57	0.43	0.75	44	67102	19	1	14	4	58
TMR_00702	tmRNA links to Rfam database...	0.54	0.43	0.68	43	67098	25	3	17	5	57
TMR_00703	tmRNA links to Rfam database...	0.58	0.45	0.75	45	67468	19	3	12	4	54

^top

Performance of Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP	10581
Total TN	21468900
Total FP	8682
Total FP CONTRA	1107
Total FP INCONS	6320
Total FP COMP	1255
Total FN	9031

Total Scores
MCC	0.563
Average MCC ± 95% Confidence Intervals	0.587 ± 0.025
Sensitivity	0.540
Positive Predictive Value	0.588
Nr of predictions	159

^top

2. Individual counts for Contrafold [ 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...	0.70	0.68	0.72	66	47803	28	5	21	2	31
ASE_00007	RNaseP_bact_a links to Rfam database...	0.53	0.49	0.57	54	59591	45	1	39	5	56
ASE_00018	RNaseP_bact_a links to Rfam database...	0.62	0.59	0.66	79	80481	42	2	39	1	55
ASE_00022	RNaseP_bact_b links to Rfam database...	0.33	0.31	0.35	39	82918	77	2	69	6	85
ASE_00028	RNaseP_bact_b links to Rfam database...	0.69	0.66	0.72	83	84551	44	4	28	12	43
ASE_00035	RNaseP_bact_a links to Rfam database...	0.40	0.36	0.43	43	70401	62	4	52	6	75
ASE_00040	RNaseP_bact_a links to Rfam database...	0.14	0.14	0.15	19	78875	114	8	101	5	114
ASE_00064	RNaseP_bact_a links to Rfam database...	0.60	0.56	0.65	50	45374	37	2	25	10	39
ASE_00068	RNaseP_bact_a links to Rfam database...	0.69	0.61	0.79	52	37609	14	1	13	0	33
ASE_00075	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.80	111	108673	34	3	24	7	51
ASE_00077	RNaseP_bact_a links to Rfam database...	0.73	0.67	0.78	58	45076	22	3	13	6	28
ASE_00078	RNaseP_bact_a links to Rfam database...	0.73	0.66	0.81	55	43003	20	0	13	7	28
ASE_00080	RNaseP_bact_a links to Rfam database...	0.59	0.57	0.61	70	71517	49	6	38	5	53
ASE_00081	RNaseP_bact_a links to Rfam database...	0.61	0.58	0.64	56	49682	34	5	27	2	41
ASE_00082	RNaseP_bact_a links to Rfam database...	0.79	0.72	0.87	83	70405	24	1	11	12	33
ASE_00083	RNaseP_bact_a links to Rfam database...	0.76	0.71	0.81	78	62385	25	0	18	7	32
ASE_00084	RNaseP_bact_a links to Rfam database...	0.74	0.73	0.76	72	53533	30	2	21	7	27
ASE_00087	RNaseP_bact_a links to Rfam database...	0.74	0.72	0.76	103	88275	33	4	28	1	41
ASE_00092	RNaseP_bact_a links to Rfam database...	0.82	0.80	0.85	90	63440	23	6	10	7	23
ASE_00104	RNaseP_bact_a links to Rfam database...	0.71	0.69	0.73	82	64148	33	4	27	2	37
ASE_00107	RNaseP_bact_a links to Rfam database...	0.69	0.68	0.70	86	73030	38	4	33	1	41
ASE_00115	RNaseP_bact_a links to Rfam database...	0.69	0.69	0.69	70	54513	40	6	26	8	31
ASE_00119	RNaseP_bact_a links to Rfam database...	0.73	0.72	0.74	78	62729	31	3	25	3	30
ASE_00123	RNaseP_bact_a links to Rfam database...	0.57	0.54	0.61	46	38427	34	4	26	4	39
ASE_00135	RNaseP_bact_a links to Rfam database...	0.63	0.57	0.69	62	63100	35	1	27	7	47
ASE_00138	RNaseP_bact_a links to Rfam database...	0.59	0.56	0.63	45	40399	27	7	19	1	36
ASE_00142	RNaseP_bact_a links to Rfam database...	0.60	0.59	0.62	72	67045	50	5	39	6	50
ASE_00146	RNaseP_bact_a links to Rfam database...	0.50	0.48	0.53	60	70762	55	7	47	1	64
ASE_00153	RNaseP_nuc links to Rfam database...	0.41	0.42	0.40	31	57553	80	7	39	34	42
ASE_00163	RNaseP_bact_a links to Rfam database...	0.34	0.32	0.37	30	53219	62	4	48	10	63
ASE_00170	RNaseP_bact_a links to Rfam database...	0.65	0.61	0.70	57	48746	26	4	21	1	36
ASE_00174	RNaseP_bact_a links to Rfam database...	0.62	0.58	0.66	63	60979	34	7	26	1	46
ASE_00179	RNaseP_bact_a links to Rfam database...	0.75	0.69	0.81	58	44181	21	3	11	7	26
ASE_00180	RNaseP_bact_a links to Rfam database...	0.77	0.71	0.85	71	51276	18	4	9	5	29
ASE_00182	RNaseP_bact_a links to Rfam database...	0.66	0.63	0.70	86	84132	38	2	35	1	50
ASE_00184	RNaseP_bact_a links to Rfam database...	0.76	0.77	0.75	79	54509	30	5	22	3	23
ASE_00185	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.80	88	73426	28	2	20	6	40
ASE_00186	RNaseP_bact_a links to Rfam database...	0.75	0.72	0.79	95	78882	35	3	23	9	37
ASE_00190	RNaseP_bact_b links to Rfam database...	0.53	0.46	0.61	41	45384	33	3	23	7	49
ASE_00212	RNaseP_bact_a links to Rfam database...	0.68	0.64	0.71	95	93828	46	3	35	8	53
ASE_00214	RNaseP_bact_a links to Rfam database...	0.80	0.78	0.82	80	56183	27	3	14	10	23
ASE_00215	RNaseP_bact_a links to Rfam database...	0.54	0.51	0.57	50	48429	39	4	33	2	49
ASE_00217	RNaseP_bact_a links to Rfam database...	0.42	0.39	0.46	35	40394	47	2	39	6	55
ASE_00221	RNaseP_bact_a links to Rfam database...	0.66	0.60	0.72	70	64523	31	1	26	4	47
ASE_00228	RNaseP_bact_a links to Rfam database...	0.79	0.78	0.80	67	46887	20	8	9	3	19
ASE_00229	RNaseP_bact_a links to Rfam database...	0.67	0.64	0.71	56	42407	28	4	19	5	31
ASE_00238	RNaseP_bact_a links to Rfam database...	0.68	0.62	0.75	71	64166	26	1	23	2	43
ASE_00241	RNaseP_bact_a links to Rfam database...	0.79	0.74	0.85	64	43881	17	2	9	6	23
ASE_00248	RNaseP_bact_a links to Rfam database...	0.62	0.58	0.67	66	62383	36	1	31	4	48
ASE_00255	RNaseP_bact_a links to Rfam database...	0.64	0.62	0.67	80	74571	46	4	36	6	50
ASE_00257	RNaseP_bact_a links to Rfam database...	0.77	0.74	0.81	72	50951	21	2	15	4	25
ASE_00267	RNaseP_bact_a links to Rfam database...	0.49	0.47	0.52	41	45071	44	3	35	6	47
ASE_00270	RNaseP_bact_a links to Rfam database...	0.72	0.70	0.75	89	72271	33	3	27	3	39
ASE_00279	RNaseP_bact_a links to Rfam database...	0.52	0.51	0.53	52	53202	48	8	39	1	49
ASE_00280	RNaseP_bact_a links to Rfam database...	0.61	0.58	0.64	57	51914	35	4	28	3	41
ASE_00281	RNaseP_bact_a links to Rfam database...	0.70	0.65	0.75	57	44475	26	1	18	7	31
ASE_00283	RNaseP_bact_a links to Rfam database...	0.64	0.63	0.66	67	61674	41	4	31	6	40
ASE_00285	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.87	96	68896	23	3	11	9	26
ASE_00292	RNaseP_bact_a links to Rfam database...	0.59	0.53	0.66	73	81699	43	2	36	5	65
ASE_00294	RNaseP_bact_a links to Rfam database...	0.73	0.68	0.78	116	114333	36	3	29	4	55
ASE_00297	RNaseP_bact_a links to Rfam database...	0.68	0.67	0.68	66	52878	37	5	26	6	32
ASE_00298	RNaseP_bact_a links to Rfam database...	0.28	0.27	0.29	31	67422	79	7	68	4	82
ASE_00318	RNaseP_bact_b links to Rfam database...	0.63	0.60	0.66	71	80093	40	12	24	4	47
ASE_00328	RNaseP_bact_b links to Rfam database...	0.63	0.59	0.67	66	72673	41	5	27	9	46
ASE_00332	RNaseP_bact_a links to Rfam database...	0.56	0.55	0.58	76	81678	60	2	54	4	62
ASE_00335	RNaseP_bact_b links to Rfam database...	0.62	0.57	0.68	66	75369	44	2	29	13	50
ASE_00340	RNaseP_bact_a links to Rfam database...	0.47	0.45	0.49	38	45978	44	4	36	4	47
ASE_00353	RNaseP_bact_a links to Rfam database...	0.77	0.75	0.78	80	57868	29	1	21	7	27
ASE_00361	RNaseP_bact_a links to Rfam database...	0.64	0.61	0.67	77	75351	42	8	30	4	50
ASE_00362	RNaseP_bact_a links to Rfam database...	0.60	0.59	0.60	54	48115	38	2	34	2	37
ASE_00363	RNaseP_bact_a links to Rfam database...	0.78	0.77	0.80	72	51270	25	1	17	7	22
ASE_00364	RNaseP_bact_a links to Rfam database...	0.74	0.71	0.77	75	54187	33	3	20	10	30
ASE_00366	RNaseP_bact_a links to Rfam database...	0.37	0.38	0.36	37	58550	68	7	59	2	61
ASE_00367	RNaseP_bact_a links to Rfam database...	0.50	0.50	0.50	43	42985	49	8	35	6	43
ASE_00372	RNaseP_bact_a links to Rfam database...	0.70	0.68	0.72	68	51908	33	4	23	6	32
ASE_00376	RNaseP_bact_a links to Rfam database...	0.61	0.60	0.63	63	56853	41	4	33	4	42
ASE_00382	RNaseP_bact_a links to Rfam database...	0.58	0.56	0.59	47	41826	36	6	26	4	37
ASE_00384	RNaseP_bact_a links to Rfam database...	0.78	0.76	0.80	70	48428	22	2	16	4	22
ASE_00386	RNaseP_bact_a links to Rfam database...	0.67	0.66	0.68	63	50310	36	1	29	6	33
ASE_00387	RNaseP_bact_a links to Rfam database...	0.69	0.65	0.73	68	55852	27	1	24	2	36
ASE_00388	RNaseP_bact_a links to Rfam database...	0.72	0.67	0.78	60	45676	22	1	16	5	29
ASE_00390	RNaseP_bact_a links to Rfam database...	0.65	0.64	0.67	54	42114	37	3	24	10	31
ASE_00393	RNaseP_bact_a links to Rfam database...	0.72	0.68	0.77	63	47813	26	2	17	7	30
ASE_00394	RNaseP_bact_a links to Rfam database...	0.80	0.80	0.81	74	46880	20	4	13	3	19
ASE_00395	RNaseP_bact_a links to Rfam database...	0.68	0.68	0.69	57	41533	29	5	21	3	27
ASE_00396	RNaseP_bact_a links to Rfam database...	0.56	0.54	0.58	45	41538	34	2	31	1	38
ASE_00397	RNaseP_bact_a links to Rfam database...	0.64	0.64	0.65	67	54512	41	6	30	5	38
ASE_00398	RNaseP_bact_a links to Rfam database...	0.68	0.63	0.74	65	55857	30	1	22	7	39
ASE_00400	RNaseP_bact_a links to Rfam database...	0.66	0.63	0.70	67	57874	31	1	28	2	39
ASE_00402	RNaseP_bact_a links to Rfam database...	0.78	0.74	0.83	63	42410	18	1	12	5	22
ASE_00404	RNaseP_bact_a links to Rfam database...	0.54	0.53	0.55	45	42989	38	2	35	1	40
ASE_00406	RNaseP_bact_a links to Rfam database...	0.72	0.71	0.74	67	48737	29	6	18	5	27
ASE_00411	RNaseP_bact_a links to Rfam database...	0.56	0.53	0.59	47	49376	34	7	25	2	42
ASE_00412	RNaseP_bact_a links to Rfam database...	0.63	0.59	0.67	62	58218	40	4	27	9	43
ASE_00416	RNaseP_bact_a links to Rfam database...	0.61	0.58	0.63	74	77304	51	5	38	8	53
ASE_00419	RNaseP_bact_a links to Rfam database...	0.77	0.77	0.78	79	54845	24	9	13	2	24
ASE_00422	RNaseP_bact_a links to Rfam database...	0.68	0.67	0.68	63	46879	34	5	24	5	31
ASE_00423	RNaseP_bact_a links to Rfam database...	0.67	0.66	0.68	72	56847	36	7	27	2	37
ASE_00428	RNaseP_bact_a links to Rfam database...	0.67	0.62	0.73	78	76529	38	2	27	9	47
ASE_00430	RNaseP_bact_a links to Rfam database...	0.69	0.68	0.70	66	46877	35	5	23	7	31
ASE_00437	RNaseP_bact_a links to Rfam database...	0.46	0.41	0.52	55	79296	53	1	49	3	80
ASE_00448	RNaseP_bact_a links to Rfam database...	0.40	0.38	0.42	42	64162	65	8	49	8	70
ASE_00451	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.79	86	70767	24	2	21	1	39
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.50	0.48	0.52	228	1178444	227	20	188	19	245
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.58	0.56	0.61	267	1198490	184	24	145	15	211
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.44	0.42	0.47	190	1129849	240	28	189	23	260
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.55	0.51	0.60	232	1117873	173	15	140	18	221
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.33	0.32	0.33	166	1988512	422	56	281	85	351
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.39	0.36	0.42	181	1615070	306	41	211	54	315
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.36	0.37	0.36	181	1665721	382	54	269	59	314
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.48	0.44	0.53	196	1137416	209	14	160	35	251
PDB_00571	tRNA links to Rfam database...	0.87	0.80	0.95	20	3300	1	1	0	0	5
PDB_00828	Purine links to Rfam database...	0.88	0.78	1.00	21	2464	1	0	0	1	6
PDB_00829	Purine links to Rfam database...	0.84	0.75	0.95	18	2259	1	0	1	0	6
PDB_01020	Purine links to Rfam database...	0.81	0.74	0.89	17	2259	3	1	1	1	6
PDB_01073	SAM links to Rfam database...	0.86	0.74	1.00	25	4346	1	0	0	1	9
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.58	0.56	0.60	303	1433467	242	16	185	41	237
RFA_00599	Telomerase-vert links to Rfam database...	0.71	0.73	0.70	81	101359	59	10	25	24	30
RFA_00601	Telomerase-vert links to Rfam database...	0.33	0.36	0.30	41	99097	108	37	60	11	73
RFA_00602	Telomerase-vert links to Rfam database...	0.63	0.67	0.58	78	101341	68	25	31	12	38
TMR_00017	tmRNA links to Rfam database...	0.49	0.44	0.54	45	67078	42	5	33	4	57
TMR_00018	tmRNA links to Rfam database...	0.38	0.37	0.40	34	64535	55	13	38	4	58
TMR_00038	tmRNA links to Rfam database...	0.26	0.25	0.26	28	71146	85	15	64	6	82
TMR_00042	tmRNA links to Rfam database...	0.29	0.30	0.29	29	62736	74	13	57	4	69
TMR_00046	tmRNA links to Rfam database...	0.60	0.58	0.62	56	62745	44	6	28	10	40
TMR_00048	tmRNA links to Rfam database...	0.40	0.41	0.40	39	64882	69	13	46	10	56
TMR_00080	tmRNA links to Rfam database...	0.43	0.42	0.44	40	70410	50	15	35	0	56
TMR_00082	tmRNA links to Rfam database...	0.29	0.28	0.30	27	67807	64	9	53	2	69
TMR_00123	tmRNA links to Rfam database...	0.53	0.51	0.55	52	66335	52	4	39	9	49
TMR_00137	tmRNA links to Rfam database...	0.37	0.34	0.41	30	61001	53	6	38	9	59
TMR_00142	tmRNA links to Rfam database...	0.57	0.58	0.56	59	70771	61	13	33	15	43
TMR_00207	tmRNA links to Rfam database...	0.43	0.40	0.48	41	72304	50	5	40	5	62
TMR_00257	tmRNA links to Rfam database...	0.25	0.22	0.27	22	67080	65	2	57	6	76
TMR_00271	tmRNA links to Rfam database...	0.64	0.62	0.67	56	64177	40	6	22	12	35
TMR_00332	tmRNA links to Rfam database...	0.45	0.40	0.50	40	67081	45	2	38	5	59
TMR_00366	tmRNA links to Rfam database...	0.52	0.50	0.53	50	67802	55	12	32	11	50
TMR_00378	tmRNA links to Rfam database...	0.24	0.25	0.24	24	67797	86	17	58	11	73
TMR_00399	tmRNA links to Rfam database...	0.44	0.43	0.47	40	64894	52	16	30	6	54
TMR_00404	tmRNA links to Rfam database...	0.56	0.58	0.55	53	67431	62	11	33	18	39
TMR_00427	tmRNA links to Rfam database...	0.45	0.42	0.48	41	67443	49	10	34	5	56
TMR_00443	tmRNA links to Rfam database...	0.57	0.51	0.65	53	67079	36	6	23	7	51
TMR_00451	tmRNA links to Rfam database...	0.19	0.19	0.18	17	63453	80	18	58	4	72
TMR_00458	tmRNA links to Rfam database...	0.32	0.30	0.35	28	63465	60	11	42	7	65
TMR_00469	tmRNA links to Rfam database...	0.53	0.53	0.53	53	64520	51	13	34	4	47
TMR_00472	tmRNA links to Rfam database...	0.64	0.64	0.64	62	64523	43	12	23	8	35
TMR_00519	tmRNA links to Rfam database...	0.33	0.32	0.35	30	63105	69	8	47	14	65
TMR_00520	tmRNA links to Rfam database...	0.44	0.41	0.48	41	63104	56	9	36	11	58
TMR_00522	tmRNA links to Rfam database...	0.36	0.35	0.38	34	63100	65	12	44	9	63
TMR_00528	tmRNA links to Rfam database...	0.36	0.36	0.35	35	63091	75	20	44	11	62
TMR_00540	tmRNA links to Rfam database...	0.35	0.35	0.36	36	73436	76	10	54	12	68
TMR_00568	tmRNA links to Rfam database...	0.51	0.51	0.53	50	60631	51	6	39	6	49
TMR_00571	tmRNA links to Rfam database...	0.65	0.64	0.66	63	60631	44	7	25	12	36
TMR_00580	tmRNA links to Rfam database...	0.41	0.41	0.41	41	60625	63	15	45	3	59
TMR_00584	tmRNA links to Rfam database...	0.63	0.61	0.65	59	60984	45	3	29	13	38
TMR_00586	tmRNA links to Rfam database...	0.41	0.41	0.41	40	60977	63	11	47	5	57
TMR_00616	tmRNA links to Rfam database...	0.42	0.41	0.42	41	67063	65	12	45	8	58
TMR_00699	tmRNA links to Rfam database...	0.67	0.62	0.72	63	67074	29	4	20	5	39
TMR_00702	tmRNA links to Rfam database...	0.36	0.32	0.40	32	67081	57	5	43	9	68
TMR_00703	tmRNA links to Rfam database...	0.59	0.56	0.62	55	67439	43	6	28	9	44

^top

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

Table of contents:

Overview

Performance plots

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

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

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

Performance of Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

2. Individual counts for Contrafold [ download as .csv ]