CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	TurboFold(20)		RSpredict(seed)
MCC	0.760	>	0.063
Average MCC ± 95% Confidence Intervals	0.763 ± 0.009	>	0.053 ± 0.018
Sensitivity	0.703	>	0.016
Positive Predictive Value	0.824	>	0.246
Total TP	12367	>	289
Total TN	9808589	<	9822428
Total FP	3505	>	978
Total FP CONTRA	275	>	51
Total FP INCONS	2372	>	835
Total FP COMP	858	>	92
Total FN	5228	<	17306
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	12367
Total TN	9808589
Total FP	3505
Total FP CONTRA	275
Total FP INCONS	2372
Total FP COMP	858
Total FN	5228

Total Scores
MCC	0.760
Average MCC ± 95% Confidence Intervals	0.763 ± 0.009
Sensitivity	0.703
Positive Predictive Value	0.824
Nr of predictions	168

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2. Individual counts for TurboFold(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...	0.80	0.78	0.83	76	47803	17	5	11	1	21
ASE_00005	RNaseP_bact_a links to Rfam database...	0.85	0.76	0.95	89	57876	10	1	4	5	28
ASE_00006	RNaseP_bact_a links to Rfam database...	0.79	0.77	0.81	72	47497	19	3	14	2	21
ASE_00007	RNaseP_bact_a links to Rfam database...	0.75	0.71	0.80	78	59588	26	1	18	7	32
ASE_00012	RNaseP_bact_a links to Rfam database...	0.76	0.68	0.84	84	73820	22	3	13	6	39
ASE_00018	RNaseP_bact_a links to Rfam database...	0.84	0.78	0.90	105	80484	14	1	11	2	29
ASE_00020	RNaseP_bact_a links to Rfam database...	0.71	0.64	0.79	81	73817	24	2	20	2	45
ASE_00021	RNaseP_bact_a links to Rfam database...	0.75	0.66	0.85	106	104071	26	1	18	7	54
ASE_00022	RNaseP_bact_b links to Rfam database...	0.76	0.69	0.84	86	82926	22	3	13	6	38
ASE_00028	RNaseP_bact_b links to Rfam database...	0.82	0.76	0.89	96	84558	20	1	11	8	30
ASE_00035	RNaseP_bact_a links to Rfam database...	0.67	0.62	0.74	73	70401	31	2	24	5	45
ASE_00037	RNaseP_bact_a links to Rfam database...	0.75	0.67	0.84	74	59252	16	1	13	2	36
ASE_00038	RNaseP_bact_a links to Rfam database...	0.81	0.74	0.88	75	53543	12	1	9	2	26
ASE_00040	RNaseP_bact_a links to Rfam database...	0.75	0.69	0.82	92	78891	26	1	19	6	41
ASE_00041	RNaseP_bact_a links to Rfam database...	0.76	0.67	0.86	72	57546	13	0	12	1	36
ASE_00042	RNaseP_bact_a links to Rfam database...	0.76	0.69	0.84	100	89981	22	2	17	3	45
ASE_00044	RNaseP_bact_a links to Rfam database...	0.81	0.79	0.83	83	54515	21	3	14	4	22
ASE_00064	RNaseP_bact_a links to Rfam database...	0.78	0.71	0.85	63	45377	19	0	11	8	26
ASE_00068	RNaseP_bact_a links to Rfam database...	0.79	0.71	0.90	60	37608	8	1	6	1	25
ASE_00074	RNaseP_bact_a links to Rfam database...	0.78	0.75	0.82	89	67788	22	1	18	3	30
ASE_00075	RNaseP_bact_a links to Rfam database...	0.76	0.68	0.86	110	108683	24	2	16	6	52
ASE_00077	RNaseP_bact_a links to Rfam database...	0.72	0.65	0.79	56	45079	22	2	13	7	30
ASE_00078	RNaseP_bact_a links to Rfam database...	0.82	0.77	0.88	64	42998	17	0	9	8	19
ASE_00080	RNaseP_bact_a links to Rfam database...	0.69	0.62	0.78	76	71533	26	0	22	4	47
ASE_00081	RNaseP_bact_a links to Rfam database...	0.75	0.69	0.82	67	49688	17	2	13	2	30
ASE_00082	RNaseP_bact_a links to Rfam database...	0.75	0.65	0.86	75	70413	24	0	12	12	41
ASE_00083	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.89	85	62386	12	0	10	2	25
ASE_00084	RNaseP_bact_a links to Rfam database...	0.78	0.72	0.85	71	53544	20	1	12	7	28
ASE_00087	RNaseP_bact_a links to Rfam database...	0.75	0.67	0.84	96	88296	24	1	17	6	48
ASE_00090	RNaseP_bact_a links to Rfam database...	0.69	0.66	0.72	67	55518	31	1	25	5	34
ASE_00092	RNaseP_bact_a links to Rfam database...	0.81	0.74	0.88	84	63451	16	1	10	5	29
ASE_00099	RNaseP_bact_a links to Rfam database...	0.80	0.74	0.87	89	64518	19	1	12	6	31
ASE_00104	RNaseP_bact_a links to Rfam database...	0.76	0.71	0.82	84	64158	25	1	18	6	35
ASE_00105	RNaseP_bact_a links to Rfam database...	0.64	0.55	0.75	61	64180	25	1	19	5	50
ASE_00107	RNaseP_bact_a links to Rfam database...	0.79	0.73	0.85	93	73043	19	1	16	2	34
ASE_00115	RNaseP_bact_a links to Rfam database...	0.80	0.72	0.89	73	54533	12	0	9	3	28
ASE_00118	RNaseP_bact_a links to Rfam database...	0.70	0.66	0.74	67	60636	26	1	22	3	35
ASE_00119	RNaseP_bact_a links to Rfam database...	0.74	0.63	0.87	68	62757	12	0	10	2	40
ASE_00123	RNaseP_bact_a links to Rfam database...	0.70	0.62	0.78	53	38435	19	1	14	4	32
ASE_00125	RNaseP_bact_a links to Rfam database...	0.81	0.68	0.95	60	39277	7	0	3	4	28
ASE_00126	RNaseP_bact_a links to Rfam database...	0.79	0.77	0.82	63	40393	17	1	13	3	19
ASE_00128	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.89	77	53214	15	1	9	5	23
ASE_00129	RNaseP_bact_a links to Rfam database...	0.77	0.71	0.83	79	62740	21	1	15	5	32
ASE_00131	RNaseP_bact_a links to Rfam database...	0.73	0.64	0.83	54	39275	16	1	10	5	31
ASE_00134	RNaseP_bact_a links to Rfam database...	0.73	0.72	0.76	68	50313	28	2	20	6	27
ASE_00135	RNaseP_bact_a links to Rfam database...	0.77	0.71	0.84	77	63098	26	0	15	11	32
ASE_00136	RNaseP_bact_a links to Rfam database...	0.87	0.80	0.94	74	48126	11	0	5	6	18
ASE_00137	RNaseP_bact_a links to Rfam database...	0.83	0.80	0.87	78	48426	14	3	9	2	20
ASE_00138	RNaseP_bact_a links to Rfam database...	0.75	0.72	0.78	58	40396	18	1	15	2	23
ASE_00140	RNaseP_bact_a links to Rfam database...	0.73	0.66	0.82	82	70776	21	3	15	3	43
ASE_00142	RNaseP_bact_a links to Rfam database...	0.84	0.78	0.90	95	67056	14	3	7	4	27
ASE_00146	RNaseP_bact_a links to Rfam database...	0.70	0.64	0.76	79	70772	30	1	24	5	45
ASE_00153	RNaseP_nuc links to Rfam database...	0.67	0.67	0.67	49	57557	63	2	22	39	24
ASE_00163	RNaseP_bact_a links to Rfam database...	0.72	0.68	0.76	63	53218	29	2	18	9	30
ASE_00165	RNaseP_bact_a links to Rfam database...	0.70	0.66	0.74	67	52884	26	4	20	2	34
ASE_00170	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.89	72	48747	11	2	7	2	21
ASE_00171	RNaseP_bact_a links to Rfam database...	0.85	0.79	0.93	74	48436	10	0	6	4	20
ASE_00172	RNaseP_bact_a links to Rfam database...	0.80	0.75	0.85	79	58903	20	1	13	6	27
ASE_00174	RNaseP_bact_a links to Rfam database...	0.69	0.59	0.82	64	60997	15	0	14	1	45
ASE_00175	RNaseP_bact_a links to Rfam database...	0.68	0.64	0.74	68	59939	29	3	21	5	39
ASE_00179	RNaseP_bact_a links to Rfam database...	0.80	0.74	0.87	62	44182	12	1	8	3	22
ASE_00180	RNaseP_bact_a links to Rfam database...	0.82	0.77	0.88	77	51272	16	2	9	5	23
ASE_00181	RNaseP_bact_a links to Rfam database...	0.77	0.72	0.82	76	57537	24	0	17	7	30
ASE_00182	RNaseP_bact_a links to Rfam database...	0.74	0.65	0.85	89	84150	17	1	15	1	47
ASE_00184	RNaseP_bact_a links to Rfam database...	0.81	0.78	0.84	80	54520	24	1	14	9	22
ASE_00185	RNaseP_bact_a links to Rfam database...	0.77	0.72	0.84	92	73426	23	1	17	5	36
ASE_00186	RNaseP_bact_a links to Rfam database...	0.79	0.74	0.84	98	78886	26	3	16	7	34
ASE_00190	RNaseP_bact_b links to Rfam database...	0.64	0.52	0.78	47	45391	16	1	12	3	43
ASE_00197	RNaseP_bact_a links to Rfam database...	0.75	0.70	0.80	101	89127	31	3	22	6	44
ASE_00198	RNaseP_bact_a links to Rfam database...	0.77	0.71	0.85	72	52565	14	3	10	1	30
ASE_00203	RNaseP_bact_a links to Rfam database...	0.85	0.80	0.91	77	46580	10	3	5	2	19
ASE_00212	RNaseP_bact_a links to Rfam database...	0.82	0.76	0.88	113	93832	22	2	14	6	35
ASE_00214	RNaseP_bact_a links to Rfam database...	0.76	0.72	0.80	74	56187	24	2	17	5	29
ASE_00215	RNaseP_bact_a links to Rfam database...	0.65	0.55	0.78	54	48447	23	0	15	8	45
ASE_00216	RNaseP_bact_a links to Rfam database...	0.83	0.80	0.86	66	39263	13	3	8	2	16
ASE_00217	RNaseP_bact_a links to Rfam database...	0.74	0.68	0.80	61	40394	17	2	13	2	29
ASE_00221	RNaseP_bact_a links to Rfam database...	0.76	0.68	0.85	79	64527	19	1	13	5	38
ASE_00228	RNaseP_bact_a links to Rfam database...	0.80	0.76	0.84	65	46894	17	3	9	5	21
ASE_00229	RNaseP_bact_a links to Rfam database...	0.76	0.74	0.78	64	42404	20	5	13	2	23
ASE_00231	RNaseP_bact_a links to Rfam database...	0.81	0.78	0.84	75	47806	15	4	10	1	21
ASE_00232	RNaseP_bact_a links to Rfam database...	0.82	0.80	0.85	67	38424	14	4	8	2	17
ASE_00234	RNaseP_bact_a links to Rfam database...	0.67	0.58	0.77	75	75369	25	2	20	3	54
ASE_00238	RNaseP_bact_a links to Rfam database...	0.71	0.65	0.78	74	64166	24	4	17	3	40
ASE_00241	RNaseP_bact_a links to Rfam database...	0.69	0.63	0.76	55	43884	22	1	16	5	32
ASE_00242	RNaseP_bact_a links to Rfam database...	0.84	0.80	0.87	90	60972	18	1	12	5	22
ASE_00248	RNaseP_bact_a links to Rfam database...	0.71	0.65	0.77	74	62385	26	0	22	4	40
ASE_00254	RNaseP_bact_a links to Rfam database...	0.83	0.78	0.88	64	36783	16	3	6	7	18
ASE_00255	RNaseP_bact_a links to Rfam database...	0.72	0.65	0.79	85	74583	25	2	21	2	45
ASE_00257	RNaseP_bact_a links to Rfam database...	0.78	0.73	0.84	71	50955	19	1	13	5	26
ASE_00263	RNaseP_bact_a links to Rfam database...	0.82	0.78	0.88	93	70394	16	2	11	3	27
ASE_00267	RNaseP_bact_a links to Rfam database...	0.75	0.68	0.83	60	45078	22	0	12	10	28
ASE_00270	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.79	88	72279	28	2	21	5	40
ASE_00274	RNaseP_bact_a links to Rfam database...	0.66	0.56	0.77	58	55536	21	3	14	4	45
ASE_00277	RNaseP_bact_a links to Rfam database...	0.71	0.62	0.81	56	48136	15	1	12	2	35
ASE_00279	RNaseP_bact_a links to Rfam database...	0.79	0.73	0.85	74	53214	17	2	11	4	27
ASE_00280	RNaseP_bact_a links to Rfam database...	0.70	0.63	0.78	62	51923	24	1	17	6	36
ASE_00281	RNaseP_bact_a links to Rfam database...	0.81	0.72	0.91	63	44482	14	0	6	8	25
ASE_00282	RNaseP_bact_a links to Rfam database...	0.74	0.68	0.80	86	77708	24	3	18	3	41
ASE_00283	RNaseP_bact_a links to Rfam database...	0.76	0.70	0.83	75	61686	19	3	12	4	32
ASE_00284	RNaseP_bact_a links to Rfam database...	0.82	0.78	0.86	84	58213	22	2	12	8	24
ASE_00285	RNaseP_bact_a links to Rfam database...	0.76	0.69	0.84	84	68906	23	2	14	7	38
ASE_00286	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.89	71	46585	19	1	8	10	21
ASE_00287	RNaseP_bact_a links to Rfam database...	0.78	0.72	0.84	74	54858	19	2	12	5	29
ASE_00292	RNaseP_bact_a links to Rfam database...	0.79	0.73	0.85	101	81691	23	3	15	5	37
ASE_00294	RNaseP_bact_a links to Rfam database...	0.82	0.74	0.91	127	114342	18	1	11	6	44
ASE_00296	RNaseP_bact_a links to Rfam database...	0.73	0.68	0.79	99	91680	31	2	25	4	46
ASE_00297	RNaseP_bact_a links to Rfam database...	0.66	0.62	0.71	61	52889	27	2	23	2	37
ASE_00298	RNaseP_bact_a links to Rfam database...	0.55	0.49	0.63	55	67441	34	1	31	2	58
ASE_00318	RNaseP_bact_b links to Rfam database...	0.76	0.70	0.83	83	80100	24	5	12	7	35
ASE_00328	RNaseP_bact_b links to Rfam database...	0.74	0.63	0.86	71	72688	24	1	11	12	41
ASE_00332	RNaseP_bact_a links to Rfam database...	0.79	0.73	0.85	101	81691	25	2	16	7	37
ASE_00335	RNaseP_bact_b links to Rfam database...	0.78	0.72	0.83	84	75365	26	5	12	9	32
ASE_00340	RNaseP_bact_a links to Rfam database...	0.76	0.74	0.79	63	45976	24	4	13	7	22
ASE_00342	RNaseP_bact_a links to Rfam database...	0.77	0.72	0.83	83	62381	19	2	15	2	32
ASE_00353	RNaseP_bact_a links to Rfam database...	0.74	0.69	0.79	74	57876	25	1	19	5	33
ASE_00361	RNaseP_bact_a links to Rfam database...	0.63	0.54	0.73	68	75373	26	0	25	1	59
ASE_00362	RNaseP_bact_a links to Rfam database...	0.75	0.73	0.78	66	48120	21	1	18	2	25
ASE_00363	RNaseP_bact_a links to Rfam database...	0.81	0.76	0.88	71	51279	14	0	10	4	23
ASE_00364	RNaseP_bact_a links to Rfam database...	0.76	0.70	0.82	74	54195	21	0	16	5	31
ASE_00366	RNaseP_bact_a links to Rfam database...	0.66	0.62	0.70	61	58566	28	3	23	2	37
ASE_00367	RNaseP_bact_a links to Rfam database...	0.73	0.69	0.79	59	42996	26	0	16	10	27
ASE_00369	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.88	85	55848	17	0	12	5	22
ASE_00370	RNaseP_bact_a links to Rfam database...	0.83	0.77	0.89	65	41832	15	0	8	7	19
ASE_00372	RNaseP_bact_a links to Rfam database...	0.69	0.64	0.74	64	51916	25	3	20	2	36
ASE_00374	RNaseP_bact_a links to Rfam database...	0.80	0.75	0.86	66	44773	15	0	11	4	22
ASE_00376	RNaseP_bact_a links to Rfam database...	0.71	0.68	0.76	71	56859	26	1	22	3	34
ASE_00377	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.87	85	57532	18	2	11	5	22
ASE_00379	RNaseP_bact_a links to Rfam database...	0.72	0.69	0.76	61	45976	23	3	16	4	28
ASE_00382	RNaseP_bact_a links to Rfam database...	0.86	0.82	0.91	69	41829	11	0	7	4	15
ASE_00383	RNaseP_bact_a links to Rfam database...	0.81	0.76	0.86	80	54522	16	1	12	3	25
ASE_00384	RNaseP_bact_a links to Rfam database...	0.82	0.78	0.87	72	48433	20	0	11	9	20
ASE_00386	RNaseP_bact_a links to Rfam database...	0.79	0.76	0.82	73	50314	21	0	16	5	23
ASE_00387	RNaseP_bact_a links to Rfam database...	0.73	0.68	0.78	71	55854	22	1	19	2	33
ASE_00388	RNaseP_bact_a links to Rfam database...	0.77	0.70	0.86	62	45681	20	0	10	10	27
ASE_00390	RNaseP_bact_a links to Rfam database...	0.82	0.76	0.88	65	42121	18	0	9	9	20
ASE_00393	RNaseP_bact_a links to Rfam database...	0.66	0.59	0.74	55	47821	26	1	18	7	38
ASE_00394	RNaseP_bact_a links to Rfam database...	0.89	0.83	0.95	77	46890	7	0	4	3	16
ASE_00395	RNaseP_bact_a links to Rfam database...	0.78	0.76	0.80	64	41536	26	1	15	10	20
ASE_00396	RNaseP_bact_a links to Rfam database...	0.84	0.81	0.88	67	41540	15	1	8	6	16
ASE_00397	RNaseP_bact_a links to Rfam database...	0.81	0.74	0.88	78	54526	16	1	10	5	27
ASE_00398	RNaseP_bact_a links to Rfam database...	0.79	0.70	0.88	73	55862	18	0	10	8	31
ASE_00400	RNaseP_bact_a links to Rfam database...	0.71	0.65	0.78	69	57881	26	1	19	6	37
ASE_00401	RNaseP_bact_a links to Rfam database...	0.63	0.56	0.70	71	76926	33	4	27	2	55
ASE_00402	RNaseP_bact_a links to Rfam database...	0.83	0.79	0.88	67	42410	12	0	9	3	18
ASE_00403	RNaseP_bact_a links to Rfam database...	0.69	0.63	0.77	67	55858	24	0	20	4	40
ASE_00404	RNaseP_bact_a links to Rfam database...	0.77	0.72	0.84	61	42998	22	0	12	10	24
ASE_00406	RNaseP_bact_a links to Rfam database...	0.80	0.74	0.86	70	48747	21	0	11	10	24
ASE_00411	RNaseP_bact_a links to Rfam database...	0.57	0.53	0.61	47	49378	33	10	20	3	42
ASE_00412	RNaseP_bact_a links to Rfam database...	0.67	0.63	0.73	66	58220	28	3	22	3	39
ASE_00413	RNaseP_bact_a links to Rfam database...	0.69	0.67	0.71	54	44475	26	5	17	4	27
ASE_00415	RNaseP_bact_a links to Rfam database...	0.71	0.66	0.76	68	54857	23	1	20	2	35
ASE_00416	RNaseP_bact_a links to Rfam database...	0.79	0.76	0.82	97	77303	29	3	18	8	30
ASE_00419	RNaseP_bact_a links to Rfam database...	0.85	0.79	0.91	81	54857	11	2	6	3	22
ASE_00422	RNaseP_bact_a links to Rfam database...	0.80	0.78	0.83	73	46883	21	3	12	6	21
ASE_00423	RNaseP_bact_a links to Rfam database...	0.76	0.71	0.81	77	56858	23	3	15	5	32
ASE_00428	RNaseP_bact_a links to Rfam database...	0.77	0.74	0.81	92	76522	28	3	19	6	33
ASE_00430	RNaseP_bact_a links to Rfam database...	0.75	0.74	0.77	72	46877	23	5	17	1	25
ASE_00437	RNaseP_bact_a links to Rfam database...	0.55	0.50	0.62	67	79293	43	1	40	2	68
ASE_00441	RNaseP_bact_a links to Rfam database...	0.78	0.69	0.89	77	64174	11	0	10	1	35
ASE_00448	RNaseP_bact_a links to Rfam database...	0.74	0.68	0.80	76	64166	27	2	17	8	36
ASE_00451	RNaseP_bact_a links to Rfam database...	0.76	0.70	0.82	88	70769	24	1	18	5	37
PDB_00828	Purine links to Rfam database...	0.86	0.74	1.00	20	2465	0	0	0	0	7
PDB_00829	Purine links to Rfam database...	0.86	0.75	1.00	18	2260	0	0	0	0	6
PDB_01020	Purine links to Rfam database...	0.86	0.74	1.00	17	2261	1	0	0	1	6
PDB_01073	SAM links to Rfam database...	0.86	0.74	1.00	25	4346	1	0	0	1	9
RFA_00599	Telomerase-vert links to Rfam database...	0.74	0.74	0.74	82	101364	50	9	20	21	29
RFA_00601	Telomerase-vert links to Rfam database...	0.76	0.75	0.77	85	99124	46	3	23	20	29
RFA_00602	Telomerase-vert links to Rfam database...	0.85	0.84	0.85	98	101360	32	5	12	15	18

^top

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

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

Total Base Pair Counts
Total TP	289
Total TN	9822428
Total FP	978
Total FP CONTRA	51
Total FP INCONS	835
Total FP COMP	92
Total FN	17306

Total Scores
MCC	0.063
Average MCC ± 95% Confidence Intervals	0.053 ± 0.018
Sensitivity	0.016
Positive Predictive Value	0.246
Nr of predictions	168

^top

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
ASE_00004	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	47894	2	0	1	1	97
ASE_00005	RNaseP_bact_a links to Rfam database...	0.14	0.03	0.57	4	57963	3	0	3	0	113
ASE_00006	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	47583	3	0	3	0	93
ASE_00007	RNaseP_bact_a links to Rfam database...	0.16	0.05	0.56	5	59676	4	0	4	0	105
ASE_00012	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	73914	6	0	6	0	123
ASE_00018	RNaseP_bact_a links to Rfam database...	0.13	0.04	0.35	6	80584	11	0	11	0	128
ASE_00020	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.25	1	73916	3	0	3	0	125
ASE_00021	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	104189	7	1	6	0	160
ASE_00022	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	83008	21	3	17	1	124
ASE_00028	RNaseP_bact_b links to Rfam database...	0.02	0.01	0.05	1	84646	22	5	14	3	125
ASE_00035	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	70496	6	0	4	2	118
ASE_00037	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	59335	5	0	5	0	110
ASE_00038	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53623	5	0	5	0	101
ASE_00040	RNaseP_bact_a links to Rfam database...	0.02	0.01	0.07	1	78989	13	0	13	0	132
ASE_00041	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57624	6	0	6	0	108
ASE_00042	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.29	4	90086	10	0	10	0	141
ASE_00044	RNaseP_bact_a links to Rfam database...	0.03	0.01	0.10	1	54605	9	0	9	0	104
ASE_00064	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	45448	3	0	3	0	89
ASE_00068	RNaseP_bact_a links to Rfam database...	0.05	0.01	0.25	1	37671	3	0	3	0	84
ASE_00074	RNaseP_bact_a links to Rfam database...	0.21	0.07	0.67	8	67884	4	0	4	0	111
ASE_00075	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	108804	8	0	7	1	162
ASE_00077	RNaseP_bact_a links to Rfam database...	0.09	0.02	0.33	2	45144	4	1	3	0	84
ASE_00078	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43071	0	0	0	0	83
ASE_00080	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	71623	9	2	6	1	123
ASE_00081	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	49768	2	0	2	0	97
ASE_00082	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	70494	6	0	6	0	116
ASE_00083	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	62477	5	0	4	1	110
ASE_00084	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53625	4	0	3	1	99
ASE_00087	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	88406	4	0	4	0	144
ASE_00090	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	55605	5	0	5	0	100
ASE_00092	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.20	1	63541	4	0	4	0	112
ASE_00099	RNaseP_bact_a links to Rfam database...	0.20	0.07	0.62	8	64607	5	0	5	0	112
ASE_00104	RNaseP_bact_a links to Rfam database...	0.10	0.03	0.31	4	64248	9	0	9	0	115
ASE_00105	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	64254	7	0	7	0	111
ASE_00107	RNaseP_bact_a links to Rfam database...	0.13	0.03	0.50	4	73145	4	0	4	0	123
ASE_00115	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	54615	0	0	0	0	101
ASE_00118	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	60722	6	0	4	2	102
ASE_00119	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	62834	3	0	1	2	108
ASE_00123	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	38499	4	0	4	0	85
ASE_00125	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	39337	3	0	3	0	88
ASE_00126	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	40468	2	0	2	0	82
ASE_00128	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53297	4	1	3	0	100
ASE_00129	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	62821	18	1	13	4	111
ASE_00131	RNaseP_bact_a links to Rfam database...	0.30	0.15	0.59	13	39318	15	0	9	6	72
ASE_00134	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	50397	6	0	6	0	95
ASE_00135	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	63187	3	0	3	0	109
ASE_00136	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48202	4	0	3	1	92
ASE_00137	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48512	4	0	4	0	98
ASE_00138	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	40467	3	0	3	0	81
ASE_00140	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.20	1	70871	4	1	3	0	124
ASE_00142	RNaseP_bact_a links to Rfam database...	0.06	0.02	0.25	2	67153	6	0	6	0	120
ASE_00146	RNaseP_bact_a links to Rfam database...	0.09	0.02	0.38	3	70868	5	0	5	0	121
ASE_00153	RNaseP_nuc links to Rfam database...	0.00	0.00	0.00	0	57629	1	1	0	0	73
ASE_00163	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53297	4	1	3	0	93
ASE_00165	RNaseP_bact_a links to Rfam database...	0.11	0.02	0.67	2	52972	1	0	1	0	99
ASE_00170	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	48822	5	0	5	0	92
ASE_00171	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48513	4	0	3	1	94
ASE_00172	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	58988	8	0	8	0	106
ASE_00174	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	61075	0	0	0	0	109
ASE_00175	RNaseP_bact_a links to Rfam database...	0.05	0.02	0.14	2	60017	14	0	12	2	105
ASE_00179	RNaseP_bact_a links to Rfam database...	0.09	0.04	0.23	3	44240	12	1	9	2	81
ASE_00180	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51355	5	3	2	0	100
ASE_00181	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57627	3	0	3	0	106
ASE_00182	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	84254	1	0	1	0	136
ASE_00184	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.30	3	54605	7	0	7	0	99
ASE_00185	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	73531	5	0	5	0	128
ASE_00186	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	78994	9	1	8	0	132
ASE_00190	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	45437	15	3	11	1	90
ASE_00197	RNaseP_bact_a links to Rfam database...	0.03	0.01	0.13	1	89245	7	0	7	0	144
ASE_00198	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.57	4	52643	3	0	3	0	98
ASE_00203	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46663	2	0	2	0	96
ASE_00212	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	93956	5	0	5	0	148
ASE_00214	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	56271	9	0	9	0	103
ASE_00215	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48513	3	0	3	0	99
ASE_00216	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	39338	2	0	2	0	82
ASE_00217	RNaseP_bact_a links to Rfam database...	0.16	0.04	0.57	4	40463	3	0	3	0	86
ASE_00221	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	64617	3	0	3	0	117
ASE_00228	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46967	4	0	4	0	86
ASE_00229	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	42482	4	1	3	0	87
ASE_00231	RNaseP_bact_a links to Rfam database...	0.07	0.02	0.22	2	47886	8	2	5	1	94
ASE_00232	RNaseP_bact_a links to Rfam database...	0.09	0.02	0.33	2	38497	4	0	4	0	82
ASE_00234	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	75463	3	1	2	0	129
ASE_00238	RNaseP_bact_a links to Rfam database...	0.07	0.01	0.50	1	64259	1	0	1	0	113
ASE_00241	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43954	2	0	2	0	87
ASE_00242	RNaseP_bact_a links to Rfam database...	0.12	0.04	0.40	4	61065	6	0	6	0	108
ASE_00248	RNaseP_bact_a links to Rfam database...	0.11	0.03	0.43	3	62474	4	0	4	0	111
ASE_00254	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	36850	6	1	5	0	82
ASE_00255	RNaseP_bact_a links to Rfam database...	0.12	0.03	0.50	4	74683	4	0	4	0	126
ASE_00257	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51035	5	0	5	0	97
ASE_00263	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	70490	10	0	10	0	120
ASE_00267	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	45145	6	0	5	1	88
ASE_00270	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	72388	3	0	2	1	128
ASE_00274	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55608	3	0	3	0	103
ASE_00277	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48203	2	0	2	0	91
ASE_00279	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	53299	2	0	2	0	101
ASE_00280	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	52001	2	0	2	0	98
ASE_00281	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	44548	3	0	3	0	88
ASE_00282	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	77811	4	0	4	0	127
ASE_00283	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	61769	7	0	7	0	107
ASE_00284	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	58309	2	1	1	0	108
ASE_00285	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	69000	6	0	6	0	122
ASE_00286	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46659	6	0	6	0	92
ASE_00287	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	54939	7	0	7	0	103
ASE_00292	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.50	6	81798	6	0	6	0	132
ASE_00294	RNaseP_bact_a links to Rfam database...	0.08	0.02	0.31	4	114468	9	0	9	0	167
ASE_00296	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.29	4	91792	10	1	9	0	141
ASE_00297	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	52972	3	0	3	0	98
ASE_00298	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	67525	3	1	2	0	113
ASE_00318	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	80184	21	0	16	5	118
ASE_00328	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	72760	15	0	11	4	112
ASE_00332	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.50	6	81798	6	0	6	0	132
ASE_00335	RNaseP_bact_b links to Rfam database...	0.00	0.00	0.00	0	75451	19	1	14	4	116
ASE_00340	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.14	1	46049	6	0	6	0	84
ASE_00342	RNaseP_bact_a links to Rfam database...	0.09	0.03	0.30	3	62471	7	0	7	0	112
ASE_00353	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57968	2	0	2	0	107
ASE_00361	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	75463	3	0	3	0	127
ASE_00362	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48200	5	0	5	0	91
ASE_00363	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51354	6	0	6	0	94
ASE_00364	RNaseP_bact_a links to Rfam database...	0.11	0.02	0.67	2	54282	1	0	1	0	103
ASE_00366	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	58652	1	0	1	0	98
ASE_00367	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43067	5	0	4	1	86
ASE_00369	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55939	6	1	5	0	107
ASE_00370	RNaseP_bact_a links to Rfam database...	0.10	0.02	0.40	2	41900	3	0	3	0	82
ASE_00372	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	51997	6	0	6	0	100
ASE_00374	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	44843	7	0	7	0	88
ASE_00376	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	56947	5	0	5	0	104
ASE_00377	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	57628	2	0	2	0	107
ASE_00379	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	46050	7	0	6	1	89
ASE_00382	RNaseP_bact_a links to Rfam database...	0.06	0.01	0.33	1	41902	3	0	2	1	83
ASE_00383	RNaseP_bact_a links to Rfam database...	0.06	0.01	0.33	1	54612	2	0	2	0	104
ASE_00384	RNaseP_bact_a links to Rfam database...	0.05	0.01	0.20	1	48511	4	0	4	0	91
ASE_00386	RNaseP_bact_a links to Rfam database...	0.10	0.03	0.33	3	50394	7	0	6	1	93
ASE_00387	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55940	5	0	5	0	104
ASE_00388	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	45749	5	0	4	1	89
ASE_00390	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	42192	4	0	3	1	85
ASE_00393	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	47891	4	0	4	0	93
ASE_00394	RNaseP_bact_a links to Rfam database...	0.03	0.01	0.07	1	46956	15	0	14	1	92
ASE_00395	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	41612	6	0	4	2	84
ASE_00396	RNaseP_bact_a links to Rfam database...	0.15	0.04	0.60	3	41611	2	0	2	0	80
ASE_00397	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	54609	5	1	4	0	104
ASE_00398	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55934	11	0	11	0	104
ASE_00400	RNaseP_bact_a links to Rfam database...	0.08	0.02	0.33	2	57964	4	3	1	0	104
ASE_00401	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	77015	13	0	13	0	126
ASE_00402	RNaseP_bact_a links to Rfam database...	0.05	0.01	0.25	1	42482	3	0	3	0	84
ASE_00403	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	55941	4	0	4	0	107
ASE_00404	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	43065	9	0	6	3	85
ASE_00406	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	48823	6	0	5	1	94
ASE_00411	RNaseP_bact_a links to Rfam database...	0.11	0.02	0.50	2	49451	2	0	2	0	87
ASE_00412	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.17	1	58305	5	1	4	0	104
ASE_00413	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	44546	5	0	5	0	81
ASE_00415	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	54941	5	1	4	0	103
ASE_00416	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	77412	9	0	9	0	127
ASE_00419	RNaseP_bact_a links to Rfam database...	0.10	0.03	0.33	3	54937	6	0	6	0	100
ASE_00422	RNaseP_bact_a links to Rfam database...	0.05	0.02	0.12	2	46954	19	1	14	4	92
ASE_00423	RNaseP_bact_a links to Rfam database...	0.14	0.04	0.50	4	56945	4	0	4	0	105
ASE_00428	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	76629	8	0	7	1	125
ASE_00430	RNaseP_bact_a links to Rfam database...	0.07	0.02	0.25	2	46963	6	0	6	0	95
ASE_00437	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	79395	7	0	6	1	135
ASE_00441	RNaseP_bact_a links to Rfam database...	0.00	0.00	0.00	0	64258	3	0	3	0	112
ASE_00448	RNaseP_bact_a links to Rfam database...	0.04	0.01	0.14	1	64254	6	1	5	0	111
ASE_00451	RNaseP_bact_a links to Rfam database...	0.11	0.03	0.36	4	70865	7	0	7	0	121
PDB_00828	Purine links to Rfam database...	0.54	0.41	0.73	11	2470	4	2	2	0	16
PDB_00829	Purine links to Rfam database...	0.74	0.63	0.88	15	2261	2	2	0	0	9
PDB_01020	Purine links to Rfam database...	0.76	0.65	0.88	15	2261	2	2	0	0	8
PDB_01073	SAM links to Rfam database...	0.39	0.18	0.86	6	4364	1	0	1	0	28
RFA_00599	Telomerase-vert links to Rfam database...	0.43	0.25	0.74	28	101437	25	0	10	15	83
RFA_00601	Telomerase-vert links to Rfam database...	0.57	0.38	0.86	43	99185	16	1	6	9	71
RFA_00602	Telomerase-vert links to Rfam database...	0.09	0.02	0.50	2	101471	3	1	1	1	114

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

Table of contents:

Overview

Performance plots

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

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

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

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

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

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