CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	MaxExpect		Murlet(20)
MCC	0.580	>	0.573
Average MCC ± 95% Confidence Intervals	0.577 ± 0.027	>	0.572 ± 0.020
Sensitivity	0.559	>	0.441
Positive Predictive Value	0.604	<	0.746
Total TP	10066	>	7941
Total TN	10362806	<	10368819
Total FP	7624	>	3094
Total FP CONTRA	916	>	382
Total FP INCONS	5677	>	2323
Total FP COMP	1031	>	389
Total FN	7943	<	10068
P-value	7.5939721025e-08

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Performance plots

Comparison of performance of MaxExpect and Murlet(20). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for MaxExpect and Murlet(20)).
Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for MaxExpect and Murlet(20)).
Comparison of average Matthews Correlation Coefficients (MCCs) for MaxExpect and Murlet(20). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for MaxExpect and Murlet(20)).

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Performance of MaxExpect - scored higher in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP	10066
Total TN	10362806
Total FP	7624
Total FP CONTRA	916
Total FP INCONS	5677
Total FP COMP	1031
Total FN	7943

Total Scores
MCC	0.580
Average MCC ± 95% Confidence Intervals	0.577 ± 0.027
Sensitivity	0.559
Positive Predictive Value	0.604
Nr of predictions	176

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2. Individual counts for MaxExpect [ 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...	0.71	0.69	0.74	67	47804	25	9	15	1	30
ASE_00007	RNaseP_bact_a links to Rfam database...	0.73	0.68	0.79	75	59590	27	0	20	7	35
ASE_00018	RNaseP_bact_a links to Rfam database...	0.54	0.51	0.57	69	80479	55	1	52	2	65
ASE_00022	RNaseP_bact_b links to Rfam database...	0.49	0.45	0.54	56	82924	54	4	44	6	68
ASE_00028	RNaseP_bact_b links to Rfam database...	0.72	0.69	0.76	87	84551	37	5	23	9	39
ASE_00035	RNaseP_bact_a links to Rfam database...	0.39	0.36	0.42	42	70400	65	4	54	7	76
ASE_00040	RNaseP_bact_a links to Rfam database...	0.53	0.50	0.56	66	78886	58	3	48	7	67
ASE_00045	RNaseP_bact_b links to Rfam database...	0.65	0.65	0.66	52	47199	34	6	21	7	28
ASE_00064	RNaseP_bact_a links to Rfam database...	0.39	0.39	0.38	35	45359	64	6	51	7	54
ASE_00068	RNaseP_bact_a links to Rfam database...	0.62	0.56	0.69	48	37605	27	2	20	5	37
ASE_00075	RNaseP_bact_a links to Rfam database...	0.69	0.63	0.75	102	108675	41	2	32	7	60
ASE_00077	RNaseP_bact_a links to Rfam database...	0.56	0.53	0.58	46	45071	39	4	29	6	40
ASE_00078	RNaseP_bact_a links to Rfam database...	0.72	0.66	0.79	55	43001	20	1	14	5	28
ASE_00080	RNaseP_bact_a links to Rfam database...	0.57	0.54	0.60	66	71521	49	6	38	5	57
ASE_00081	RNaseP_bact_a links to Rfam database...	0.79	0.71	0.87	69	49691	11	1	9	1	28
ASE_00082	RNaseP_bact_a links to Rfam database...	0.80	0.73	0.88	85	70403	25	0	12	13	31
ASE_00083	RNaseP_bact_a links to Rfam database...	0.73	0.68	0.78	75	62385	26	2	19	5	35
ASE_00084	RNaseP_bact_a links to Rfam database...	0.78	0.75	0.82	74	53538	21	1	15	5	25
ASE_00087	RNaseP_bact_a links to Rfam database...	0.70	0.65	0.77	93	88289	34	1	27	6	51
ASE_00092	RNaseP_bact_a links to Rfam database...	0.76	0.71	0.81	80	63447	23	3	16	4	33
ASE_00104	RNaseP_bact_a links to Rfam database...	0.70	0.66	0.76	78	64158	28	2	23	3	41
ASE_00107	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.79	88	73041	26	1	23	2	39
ASE_00114	RNaseP_bact_b links to Rfam database...	0.53	0.48	0.60	37	45389	38	2	23	13	40
ASE_00115	RNaseP_bact_a links to Rfam database...	0.70	0.68	0.72	69	54519	35	4	23	8	32
ASE_00119	RNaseP_bact_a links to Rfam database...	0.82	0.81	0.83	87	62730	20	2	16	2	21
ASE_00123	RNaseP_bact_a links to Rfam database...	0.53	0.51	0.56	43	38426	39	2	32	5	42
ASE_00135	RNaseP_bact_a links to Rfam database...	0.66	0.63	0.68	69	63089	39	1	31	7	40
ASE_00138	RNaseP_bact_a links to Rfam database...	0.62	0.59	0.64	48	40395	29	7	20	2	33
ASE_00142	RNaseP_bact_a links to Rfam database...	0.69	0.65	0.74	79	67054	32	3	25	4	43
ASE_00146	RNaseP_bact_a links to Rfam database...	0.63	0.57	0.69	71	70773	35	1	31	3	53
ASE_00153	RNaseP_nuc links to Rfam database...	0.57	0.59	0.54	43	57551	71	8	28	35	30
ASE_00161	RNaseP_bact_b links to Rfam database...	0.36	0.36	0.36	31	53543	59	8	46	5	56
ASE_00163	RNaseP_bact_a links to Rfam database...	0.32	0.30	0.33	28	53217	64	4	52	8	65
ASE_00170	RNaseP_bact_a links to Rfam database...	0.72	0.68	0.77	63	48746	25	2	17	6	30
ASE_00174	RNaseP_bact_a links to Rfam database...	0.50	0.49	0.51	53	60972	52	8	42	2	56
ASE_00179	RNaseP_bact_a links to Rfam database...	0.58	0.57	0.59	48	44171	34	5	29	0	36
ASE_00180	RNaseP_bact_a links to Rfam database...	0.70	0.68	0.73	68	51267	30	7	18	5	32
ASE_00182	RNaseP_bact_a links to Rfam database...	0.60	0.58	0.61	79	84126	53	5	45	3	57
ASE_00184	RNaseP_bact_a links to Rfam database...	0.72	0.71	0.73	72	54516	30	1	26	3	30
ASE_00185	RNaseP_bact_a links to Rfam database...	0.75	0.70	0.81	90	73425	27	1	20	6	38
ASE_00186	RNaseP_bact_a links to Rfam database...	0.67	0.62	0.72	82	78889	39	3	29	7	50
ASE_00190	RNaseP_bact_b links to Rfam database...	0.60	0.57	0.63	51	45370	35	3	27	5	39
ASE_00212	RNaseP_bact_a links to Rfam database...	0.61	0.57	0.65	84	93832	50	1	44	5	64
ASE_00214	RNaseP_bact_a links to Rfam database...	0.80	0.78	0.82	80	56182	27	3	15	9	23
ASE_00215	RNaseP_bact_a links to Rfam database...	0.60	0.58	0.63	57	48425	38	5	29	4	42
ASE_00217	RNaseP_bact_a links to Rfam database...	0.38	0.34	0.41	31	40395	49	5	39	5	59
ASE_00221	RNaseP_bact_a links to Rfam database...	0.63	0.56	0.71	65	64529	30	1	25	4	52
ASE_00228	RNaseP_bact_a links to Rfam database...	0.53	0.53	0.53	46	46885	42	11	29	2	40
ASE_00229	RNaseP_bact_a links to Rfam database...	0.73	0.69	0.78	60	42409	23	1	16	6	27
ASE_00238	RNaseP_bact_a links to Rfam database...	0.71	0.66	0.77	75	64163	29	2	21	6	39
ASE_00241	RNaseP_bact_a links to Rfam database...	0.57	0.54	0.61	47	43879	35	1	29	5	40
ASE_00248	RNaseP_bact_a links to Rfam database...	0.40	0.36	0.44	41	62388	53	2	50	1	73
ASE_00255	RNaseP_bact_a links to Rfam database...	0.56	0.54	0.59	70	74572	52	4	45	3	60
ASE_00257	RNaseP_bact_a links to Rfam database...	0.58	0.56	0.61	54	50951	41	3	32	6	43
ASE_00267	RNaseP_bact_a links to Rfam database...	0.66	0.61	0.70	54	45073	32	1	22	9	34
ASE_00270	RNaseP_bact_a links to Rfam database...	0.81	0.78	0.84	100	72271	24	1	18	5	28
ASE_00279	RNaseP_bact_a links to Rfam database...	0.49	0.48	0.51	48	53207	48	7	39	2	53
ASE_00280	RNaseP_bact_a links to Rfam database...	0.51	0.49	0.54	48	51914	45	8	33	4	50
ASE_00281	RNaseP_bact_a links to Rfam database...	0.73	0.69	0.76	61	44471	28	0	19	9	27
ASE_00283	RNaseP_bact_a links to Rfam database...	0.75	0.72	0.79	77	61678	27	3	18	6	30
ASE_00285	RNaseP_bact_a links to Rfam database...	0.80	0.75	0.86	92	68899	25	3	12	10	30
ASE_00292	RNaseP_bact_a links to Rfam database...	0.47	0.43	0.52	60	81694	59	1	55	3	78
ASE_00294	RNaseP_bact_a links to Rfam database...	0.73	0.66	0.81	113	114342	31	0	26	5	58
ASE_00297	RNaseP_bact_a links to Rfam database...	0.75	0.72	0.77	71	52883	24	3	18	3	27
ASE_00298	RNaseP_bact_a links to Rfam database...	0.52	0.50	0.54	56	67425	50	1	46	3	57
ASE_00305	RNaseP_bact_b links to Rfam database...	0.65	0.60	0.70	51	54542	33	1	21	11	34
ASE_00318	RNaseP_bact_b links to Rfam database...	0.64	0.63	0.65	74	80087	44	14	25	5	44
ASE_00321	RNaseP_bact_b links to Rfam database...	0.71	0.65	0.78	57	54542	22	1	15	6	31
ASE_00328	RNaseP_bact_b links to Rfam database...	0.67	0.63	0.73	70	72675	40	4	22	14	42
ASE_00332	RNaseP_bact_a links to Rfam database...	0.51	0.49	0.54	68	81683	62	2	57	3	70
ASE_00335	RNaseP_bact_b links to Rfam database...	0.62	0.58	0.66	67	75364	42	6	29	7	49
ASE_00340	RNaseP_bact_a links to Rfam database...	0.74	0.74	0.73	63	45970	27	7	16	4	22
ASE_00353	RNaseP_bact_a links to Rfam database...	0.57	0.57	0.58	61	57864	49	4	41	4	46
ASE_00361	RNaseP_bact_a links to Rfam database...	0.54	0.53	0.56	67	75347	55	10	42	3	60
ASE_00362	RNaseP_bact_a links to Rfam database...	0.58	0.58	0.58	53	48114	41	2	36	3	38
ASE_00363	RNaseP_bact_a links to Rfam database...	0.58	0.55	0.60	52	51274	41	2	32	7	42
ASE_00364	RNaseP_bact_a links to Rfam database...	0.74	0.70	0.78	74	54190	29	1	20	8	31
ASE_00366	RNaseP_bact_a links to Rfam database...	0.41	0.42	0.41	41	58553	60	6	53	1	57
ASE_00367	RNaseP_bact_a links to Rfam database...	0.55	0.51	0.59	44	42997	38	1	29	8	42
ASE_00372	RNaseP_bact_a links to Rfam database...	0.68	0.65	0.71	65	51911	33	5	22	6	35
ASE_00376	RNaseP_bact_a links to Rfam database...	0.67	0.64	0.71	67	56858	30	1	27	2	38
ASE_00382	RNaseP_bact_a links to Rfam database...	0.67	0.65	0.70	55	41826	29	6	18	5	29
ASE_00384	RNaseP_bact_a links to Rfam database...	0.61	0.59	0.63	54	48430	37	2	30	5	38
ASE_00386	RNaseP_bact_a links to Rfam database...	0.54	0.51	0.57	49	50317	39	7	30	2	47
ASE_00387	RNaseP_bact_a links to Rfam database...	0.70	0.66	0.73	69	55851	30	1	24	5	35
ASE_00388	RNaseP_bact_a links to Rfam database...	0.61	0.55	0.67	49	45680	34	1	23	10	40
ASE_00390	RNaseP_bact_a links to Rfam database...	0.62	0.60	0.64	51	42115	39	0	29	10	34
ASE_00393	RNaseP_bact_a links to Rfam database...	0.48	0.46	0.51	43	47810	49	2	40	7	50
ASE_00394	RNaseP_bact_a links to Rfam database...	0.78	0.76	0.80	71	46882	23	2	16	5	22
ASE_00395	RNaseP_bact_a links to Rfam database...	0.67	0.65	0.68	55	41535	32	2	24	6	29
ASE_00396	RNaseP_bact_a links to Rfam database...	0.55	0.52	0.58	43	41542	36	2	29	5	40
ASE_00397	RNaseP_bact_a links to Rfam database...	0.58	0.56	0.60	59	54517	43	4	35	4	46
ASE_00398	RNaseP_bact_a links to Rfam database...	0.62	0.58	0.66	60	55854	39	1	30	8	44
ASE_00400	RNaseP_bact_a links to Rfam database...	0.66	0.63	0.70	67	57874	34	1	28	5	39
ASE_00402	RNaseP_bact_a links to Rfam database...	0.73	0.68	0.77	58	42411	22	2	15	5	27
ASE_00404	RNaseP_bact_a links to Rfam database...	0.53	0.49	0.58	42	42998	39	1	30	8	43
ASE_00406	RNaseP_bact_a links to Rfam database...	0.81	0.76	0.87	71	48746	21	0	11	10	23
ASE_00411	RNaseP_bact_a links to Rfam database...	0.49	0.46	0.52	41	49376	45	5	33	7	48
ASE_00412	RNaseP_bact_a links to Rfam database...	0.49	0.46	0.53	48	58220	47	5	38	4	57
ASE_00416	RNaseP_bact_a links to Rfam database...	0.70	0.67	0.73	85	77304	41	1	31	9	42
ASE_00419	RNaseP_bact_a links to Rfam database...	0.82	0.80	0.85	82	54849	17	5	10	2	21
ASE_00422	RNaseP_bact_a links to Rfam database...	0.78	0.77	0.79	72	46880	26	5	14	7	22
ASE_00423	RNaseP_bact_a links to Rfam database...	0.58	0.58	0.58	63	56845	45	8	37	0	46
ASE_00427	RNaseP_nuc links to Rfam database...	0.12	0.15	0.10	7	40683	78	24	41	13	39
ASE_00428	RNaseP_bact_a links to Rfam database...	0.78	0.75	0.81	94	76520	29	3	19	7	31
ASE_00430	RNaseP_bact_a links to Rfam database...	0.75	0.74	0.76	72	46876	30	5	18	7	25
ASE_00437	RNaseP_bact_a links to Rfam database...	0.44	0.41	0.49	55	79288	62	0	58	4	80
ASE_00448	RNaseP_bact_a links to Rfam database...	0.22	0.22	0.22	25	64149	93	7	80	6	87
ASE_00451	RNaseP_bact_a links to Rfam database...	0.64	0.60	0.68	75	70765	41	3	33	5	50
RFA_00599	Telomerase-vert links to Rfam database...	0.72	0.72	0.71	80	101363	56	10	22	24	31
RFA_00601	Telomerase-vert links to Rfam database...	0.49	0.52	0.46	59	99108	82	28	40	14	55
RFA_00602	Telomerase-vert links to Rfam database...	0.66	0.68	0.64	79	101352	64	17	27	20	37
SRP_00006	Metazoa_SRP links to Rfam database...	0.84	0.83	0.86	84	45655	17	3	11	3	17
SRP_00011	Plant_SRP links to Rfam database...	0.63	0.62	0.64	64	46260	36	2	34	0	40
SRP_00015	Plant_SRP links to Rfam database...	0.83	0.80	0.87	79	46269	19	0	12	7	20
SRP_00024	Bacteria_large_SRP links to Rfam database...	0.37	0.38	0.36	33	37584	58	8	50	0	54
SRP_00026	Bacteria_large_SRP links to Rfam database...	0.68	0.69	0.66	61	36764	37	3	28	6	27
SRP_00030	Bacteria_large_SRP links to Rfam database...	0.78	0.81	0.76	71	36762	26	5	18	3	17
SRP_00031	Bacteria_large_SRP links to Rfam database...	0.68	0.70	0.67	62	36222	34	4	27	3	27
SRP_00050	Metazoa_SRP links to Rfam database...	0.96	0.93	0.99	92	44757	3	0	1	2	7
SRP_00066	Metazoa_SRP links to Rfam database...	0.00	0.00	0.00	0	45357	94	10	84	0	100
SRP_00086	Metazoa_SRP links to Rfam database...	0.59	0.60	0.58	60	44150	44	3	40	1	40
SRP_00102	Metazoa_SRP links to Rfam database...	0.77	0.74	0.79	75	44456	23	1	19	3	26
SRP_00103	Metazoa_SRP links to Rfam database...	0.79	0.77	0.81	79	45354	20	2	16	2	23
SRP_00152	Plant_SRP links to Rfam database...	0.70	0.68	0.71	70	45655	30	1	27	2	33
SRP_00171	Metazoa_SRP links to Rfam database...	0.00	0.00	0.00	0	45353	98	15	83	0	88
SRP_00178	Plant_SRP links to Rfam database...	0.33	0.31	0.35	32	45661	60	2	58	0	70
SRP_00179	Plant_SRP links to Rfam database...	0.76	0.74	0.78	78	45956	26	4	18	4	27
SRP_00181	Plant_SRP links to Rfam database...	0.31	0.29	0.33	30	45964	62	2	60	0	72
SRP_00182	Plant_SRP links to Rfam database...	0.73	0.71	0.74	72	45959	28	3	22	3	29
SRP_00184	Plant_SRP links to Rfam database...	0.33	0.32	0.33	32	45960	66	5	59	2	68
SRP_00188	Plant_SRP links to Rfam database...	0.22	0.22	0.24	17	31053	55	3	52	0	62
SRP_00228	Metazoa_SRP links to Rfam database...	0.96	0.95	0.97	90	45358	11	0	3	8	5
SRP_00317	Metazoa_SRP links to Rfam database...	0.94	0.90	0.99	88	45061	8	0	1	7	10
SRP_00337	Bacteria_large_SRP links to Rfam database...	0.75	0.75	0.76	68	35421	24	2	20	2	23
SRP_00347	Metazoa_SRP links to Rfam database...	0.78	0.78	0.79	75	46570	23	4	16	3	21
SRP_00368	Metazoa_SRP links to Rfam database...	0.92	0.90	0.95	88	43863	9	0	5	4	10
TMR_00017	tmRNA links to Rfam database...	0.51	0.49	0.53	50	67067	50	10	34	6	52
TMR_00018	tmRNA links to Rfam database...	0.37	0.37	0.37	34	64527	63	11	48	4	58
TMR_00038	tmRNA links to Rfam database...	0.22	0.21	0.23	23	71154	80	9	67	4	87
TMR_00042	tmRNA links to Rfam database...	0.35	0.35	0.36	34	62740	64	3	58	3	64
TMR_00046	tmRNA links to Rfam database...	0.28	0.28	0.28	27	62740	72	11	57	4	69
TMR_00048	tmRNA links to Rfam database...	0.23	0.24	0.23	23	64880	83	15	62	6	72
TMR_00080	tmRNA links to Rfam database...	0.41	0.40	0.42	38	70409	53	14	39	0	58
TMR_00082	tmRNA links to Rfam database...	0.70	0.68	0.71	65	67805	31	8	18	5	31
TMR_00123	tmRNA links to Rfam database...	0.40	0.39	0.41	39	66335	61	11	45	5	62
TMR_00137	tmRNA links to Rfam database...	0.22	0.21	0.22	19	60990	74	9	57	8	70
TMR_00142	tmRNA links to Rfam database...	0.50	0.51	0.50	52	70771	65	10	43	12	50
TMR_00207	tmRNA links to Rfam database...	0.29	0.28	0.30	29	72294	71	7	60	4	74
TMR_00257	tmRNA links to Rfam database...	0.12	0.11	0.12	11	67072	82	7	71	4	87
TMR_00271	tmRNA links to Rfam database...	0.64	0.60	0.67	55	64179	37	6	21	10	36
TMR_00332	tmRNA links to Rfam database...	0.49	0.43	0.54	43	67082	41	7	29	5	56
TMR_00366	tmRNA links to Rfam database...	0.51	0.51	0.52	51	67798	58	12	35	11	49
TMR_00378	tmRNA links to Rfam database...	0.26	0.25	0.28	24	67810	73	14	48	11	73
TMR_00399	tmRNA links to Rfam database...	0.35	0.34	0.36	32	64892	62	12	44	6	62
TMR_00404	tmRNA links to Rfam database...	0.37	0.40	0.35	37	67422	80	26	43	11	55
TMR_00427	tmRNA links to Rfam database...	0.34	0.32	0.36	31	67441	61	13	43	5	66
TMR_00443	tmRNA links to Rfam database...	0.54	0.51	0.57	53	67068	47	11	29	7	51
TMR_00451	tmRNA links to Rfam database...	0.18	0.19	0.18	17	63449	84	20	60	4	72
TMR_00458	tmRNA links to Rfam database...	0.46	0.46	0.46	43	63453	57	9	41	7	50
TMR_00469	tmRNA links to Rfam database...	0.53	0.53	0.52	53	64519	52	17	31	4	47
TMR_00472	tmRNA links to Rfam database...	0.42	0.40	0.44	39	64532	60	8	41	11	58
TMR_00519	tmRNA links to Rfam database...	0.39	0.39	0.40	37	63098	66	12	43	11	58
TMR_00520	tmRNA links to Rfam database...	0.52	0.52	0.53	51	63094	55	14	31	10	48
TMR_00522	tmRNA links to Rfam database...	0.39	0.39	0.40	38	63095	66	13	44	9	59
TMR_00528	tmRNA links to Rfam database...	0.30	0.29	0.32	28	63102	70	16	44	10	69
TMR_00540	tmRNA links to Rfam database...	0.44	0.41	0.47	43	73444	60	11	38	11	61
TMR_00568	tmRNA links to Rfam database...	0.36	0.34	0.38	34	60636	62	4	52	6	65
TMR_00571	tmRNA links to Rfam database...	0.66	0.61	0.71	60	60642	38	2	22	14	39
TMR_00580	tmRNA links to Rfam database...	0.68	0.64	0.72	64	60637	36	2	23	11	36
TMR_00584	tmRNA links to Rfam database...	0.59	0.57	0.61	55	60985	47	3	32	12	42
TMR_00586	tmRNA links to Rfam database...	0.50	0.49	0.51	48	60980	57	8	39	10	49
TMR_00616	tmRNA links to Rfam database...	0.41	0.40	0.41	40	67064	62	12	45	5	59
TMR_00699	tmRNA links to Rfam database...	0.49	0.44	0.55	45	67079	42	4	33	5	57
TMR_00702	tmRNA links to Rfam database...	0.39	0.36	0.42	36	67075	55	12	38	5	64
TMR_00703	tmRNA links to Rfam database...	0.50	0.49	0.52	49	67433	51	6	40	5	50

^top

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

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

Total Base Pair Counts
Total TP	7941
Total TN	10368819
Total FP	3094
Total FP CONTRA	382
Total FP INCONS	2323
Total FP COMP	389
Total FN	10068

Total Scores
MCC	0.573
Average MCC ± 95% Confidence Intervals	0.572 ± 0.020
Sensitivity	0.441
Positive Predictive Value	0.746
Nr of predictions	176

^top

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_00045	RNaseP_bact_b links to Rfam database...	0.73	0.56	0.94	45	47230	4	0	3	1	35
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_00114	RNaseP_bact_b links to Rfam database...	0.46	0.39	0.56	30	45397	28	2	22	4	47
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_00161	RNaseP_bact_b links to Rfam database...	0.68	0.56	0.83	49	53569	16	0	10	6	38
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_00305	RNaseP_bact_b links to Rfam database...	0.62	0.51	0.75	43	54558	21	1	13	7	42
ASE_00318	RNaseP_bact_b links to Rfam database...	0.66	0.49	0.89	58	80135	16	2	5	9	60
ASE_00321	RNaseP_bact_b links to Rfam database...	0.66	0.52	0.84	46	54560	18	1	8	9	42
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_00427	RNaseP_nuc links to Rfam database...	0.42	0.43	0.41	20	40706	41	10	19	12	26
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
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
SRP_00006	Metazoa_SRP links to Rfam database...	0.95	0.90	1.00	91	45662	4	0	0	4	10
SRP_00011	Plant_SRP links to Rfam database...	0.63	0.52	0.77	54	46290	18	0	16	2	50
SRP_00015	Plant_SRP links to Rfam database...	0.73	0.63	0.86	62	46288	17	0	10	7	37
SRP_00024	Bacteria_large_SRP links to Rfam database...	0.53	0.31	0.90	27	37645	3	0	3	0	60
SRP_00026	Bacteria_large_SRP links to Rfam database...	0.52	0.31	0.90	27	36826	4	0	3	1	61
SRP_00030	Bacteria_large_SRP links to Rfam database...	0.51	0.33	0.78	29	36819	8	4	4	0	59
SRP_00031	Bacteria_large_SRP links to Rfam database...	0.53	0.31	0.90	28	36284	4	0	3	1	61
SRP_00050	Metazoa_SRP links to Rfam database...	0.85	0.76	0.95	75	44771	7	0	4	3	24
SRP_00066	Metazoa_SRP links to Rfam database...	0.74	0.67	0.83	67	45370	17	5	9	3	33
SRP_00086	Metazoa_SRP links to Rfam database...	0.74	0.66	0.84	66	44174	13	7	6	0	34
SRP_00102	Metazoa_SRP links to Rfam database...	0.76	0.68	0.84	69	44469	16	1	12	3	32
SRP_00103	Metazoa_SRP links to Rfam database...	0.75	0.65	0.87	66	45375	12	1	9	2	36
SRP_00152	Plant_SRP links to Rfam database...	0.75	0.64	0.87	66	45677	14	5	5	4	37
SRP_00171	Metazoa_SRP links to Rfam database...	0.66	0.65	0.68	57	45367	35	6	21	8	31
SRP_00178	Plant_SRP links to Rfam database...	0.74	0.57	0.97	58	45693	3	0	2	1	44
SRP_00179	Plant_SRP links to Rfam database...	0.75	0.60	0.93	63	45988	9	0	5	4	42
SRP_00181	Plant_SRP links to Rfam database...	0.71	0.57	0.89	58	45991	9	0	7	2	44
SRP_00182	Plant_SRP links to Rfam database...	0.78	0.68	0.90	69	45979	9	0	8	1	32
SRP_00184	Plant_SRP links to Rfam database...	0.65	0.53	0.79	53	45989	17	0	14	3	47
SRP_00188	Plant_SRP links to Rfam database...	0.69	0.59	0.81	47	31067	12	1	10	1	32
SRP_00228	Metazoa_SRP links to Rfam database...	0.75	0.68	0.81	65	45371	19	1	14	4	30
SRP_00317	Metazoa_SRP links to Rfam database...	0.78	0.68	0.88	67	45074	14	0	9	5	31
SRP_00337	Bacteria_large_SRP links to Rfam database...	0.59	0.42	0.83	38	35465	9	0	8	1	53
SRP_00347	Metazoa_SRP links to Rfam database...	0.72	0.65	0.79	62	46587	23	1	15	7	34
SRP_00368	Metazoa_SRP links to Rfam database...	0.78	0.70	0.87	69	43877	14	1	9	4	29
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

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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 MaxExpect - scored higher in this pairwise comparison

1. Total counts & total scores for MaxExpect

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

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

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

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