CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	CMfinder(20)		RSpredict(seed)
MCC	0.506	>	0.063
Average MCC ± 95% Confidence Intervals	0.512 ± 0.018	>	0.053 ± 0.018
Sensitivity	0.333	>	0.016
Positive Predictive Value	0.771	>	0.246
Total TP	5855	>	289
Total TN	9816010	<	9822428
Total FP	1876	>	978
Total FP CONTRA	115	>	51
Total FP INCONS	1623	>	835
Total FP COMP	138	>	92
Total FN	11740	<	17306
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	5855
Total TN	9816010
Total FP	1876
Total FP CONTRA	115
Total FP INCONS	1623
Total FP COMP	138
Total FN	11740

Total Scores
MCC	0.506
Average MCC ± 95% Confidence Intervals	0.512 ± 0.018
Sensitivity	0.333
Positive Predictive Value	0.771
Nr of predictions	168

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2. Individual counts for CMfinder(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...	0.50	0.29	0.88	28	47863	4	0	4	0	69
ASE_00005	RNaseP_bact_a links to Rfam database...	0.41	0.26	0.67	30	57925	15	0	15	0	87
ASE_00006	RNaseP_bact_a links to Rfam database...	0.54	0.40	0.74	37	47536	13	1	12	0	56
ASE_00007	RNaseP_bact_a links to Rfam database...	0.64	0.48	0.85	53	59623	11	1	8	2	57
ASE_00012	RNaseP_bact_a links to Rfam database...	0.41	0.18	0.96	22	73897	1	0	1	0	101
ASE_00018	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.75	54	80529	20	1	17	2	80
ASE_00020	RNaseP_bact_a links to Rfam database...	0.40	0.24	0.68	30	73876	16	1	13	2	96
ASE_00021	RNaseP_bact_a links to Rfam database...	0.37	0.18	0.80	28	104161	7	1	6	0	132
ASE_00022	RNaseP_bact_b links to Rfam database...	0.45	0.28	0.71	35	82979	14	1	13	0	89
ASE_00028	RNaseP_bact_b links to Rfam database...	0.59	0.41	0.84	52	84604	11	3	7	1	74
ASE_00035	RNaseP_bact_a links to Rfam database...	0.46	0.29	0.74	34	70454	12	1	11	0	84
ASE_00037	RNaseP_bact_a links to Rfam database...	0.55	0.42	0.72	46	59276	18	0	18	0	64
ASE_00038	RNaseP_bact_a links to Rfam database...	0.51	0.37	0.73	37	53577	14	1	13	0	64
ASE_00040	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.80	32	78963	9	1	7	1	101
ASE_00041	RNaseP_bact_a links to Rfam database...	0.54	0.38	0.77	41	57577	12	0	12	0	67
ASE_00042	RNaseP_bact_a links to Rfam database...	0.40	0.18	0.90	26	90071	3	0	3	0	119
ASE_00044	RNaseP_bact_a links to Rfam database...	0.45	0.29	0.71	30	54573	13	0	12	1	75
ASE_00064	RNaseP_bact_a links to Rfam database...	0.48	0.30	0.75	27	45415	10	1	8	1	62
ASE_00068	RNaseP_bact_a links to Rfam database...	0.61	0.44	0.86	37	37632	6	0	6	0	48
ASE_00074	RNaseP_bact_a links to Rfam database...	0.63	0.44	0.91	52	67839	6	0	5	1	67
ASE_00075	RNaseP_bact_a links to Rfam database...	0.37	0.17	0.80	28	108776	7	1	6	0	134
ASE_00077	RNaseP_bact_a links to Rfam database...	0.59	0.36	0.97	31	45118	1	0	1	0	55
ASE_00078	RNaseP_bact_a links to Rfam database...	0.72	0.61	0.84	51	43010	11	1	9	1	32
ASE_00080	RNaseP_bact_a links to Rfam database...	0.37	0.24	0.58	30	71579	22	0	22	0	93
ASE_00081	RNaseP_bact_a links to Rfam database...	0.51	0.31	0.86	30	49735	6	0	5	1	67
ASE_00082	RNaseP_bact_a links to Rfam database...	0.56	0.39	0.82	45	70445	17	0	10	7	71
ASE_00083	RNaseP_bact_a links to Rfam database...	0.50	0.27	0.91	30	62448	4	0	3	1	80
ASE_00084	RNaseP_bact_a links to Rfam database...	0.49	0.34	0.69	34	53579	15	0	15	0	65
ASE_00087	RNaseP_bact_a links to Rfam database...	0.41	0.21	0.79	30	88372	8	0	8	0	114
ASE_00090	RNaseP_bact_a links to Rfam database...	0.46	0.33	0.66	33	55561	18	0	17	1	68
ASE_00092	RNaseP_bact_a links to Rfam database...	0.55	0.37	0.81	42	63494	11	0	10	1	71
ASE_00099	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.76	48	64557	17	0	15	2	72
ASE_00104	RNaseP_bact_a links to Rfam database...	0.47	0.30	0.73	36	64212	14	0	13	1	83
ASE_00105	RNaseP_bact_a links to Rfam database...	0.42	0.23	0.78	25	64229	7	1	6	0	86
ASE_00107	RNaseP_bact_a links to Rfam database...	0.62	0.45	0.85	57	73086	10	0	10	0	70
ASE_00115	RNaseP_bact_a links to Rfam database...	0.51	0.29	0.91	29	54583	4	0	3	1	72
ASE_00118	RNaseP_bact_a links to Rfam database...	0.65	0.48	0.88	49	60670	9	1	6	2	53
ASE_00119	RNaseP_bact_a links to Rfam database...	0.44	0.29	0.67	31	62789	17	3	12	2	77
ASE_00123	RNaseP_bact_a links to Rfam database...	0.45	0.28	0.71	24	38469	14	0	10	4	61
ASE_00125	RNaseP_bact_a links to Rfam database...	0.55	0.40	0.76	35	39294	12	1	10	1	53
ASE_00126	RNaseP_bact_a links to Rfam database...	0.66	0.56	0.78	46	40411	14	0	13	1	36
ASE_00128	RNaseP_bact_a links to Rfam database...	0.51	0.29	0.91	29	53269	4	0	3	1	71
ASE_00129	RNaseP_bact_a links to Rfam database...	0.51	0.27	0.97	30	62804	1	0	1	0	81
ASE_00131	RNaseP_bact_a links to Rfam database...	0.53	0.34	0.83	29	39305	7	0	6	1	56
ASE_00134	RNaseP_bact_a links to Rfam database...	0.63	0.48	0.82	46	50347	11	0	10	1	49
ASE_00135	RNaseP_bact_a links to Rfam database...	0.47	0.34	0.65	37	63133	20	1	19	0	72
ASE_00136	RNaseP_bact_a links to Rfam database...	0.63	0.50	0.81	46	48148	13	0	11	2	46
ASE_00137	RNaseP_bact_a links to Rfam database...	0.67	0.50	0.89	49	48461	7	2	4	1	49
ASE_00138	RNaseP_bact_a links to Rfam database...	0.74	0.63	0.86	51	40411	9	1	7	1	30
ASE_00140	RNaseP_bact_a links to Rfam database...	0.35	0.18	0.69	22	70844	11	0	10	1	103
ASE_00142	RNaseP_bact_a links to Rfam database...	0.46	0.22	0.96	27	67133	3	0	1	2	95
ASE_00146	RNaseP_bact_a links to Rfam database...	0.52	0.38	0.70	47	70809	20	1	19	0	77
ASE_00153	RNaseP_nuc links to Rfam database...	0.09	0.05	0.16	4	57605	39	5	16	18	69
ASE_00163	RNaseP_bact_a links to Rfam database...	0.67	0.54	0.83	50	53241	10	1	9	0	43
ASE_00165	RNaseP_bact_a links to Rfam database...	0.54	0.31	0.97	31	52943	1	0	1	0	70
ASE_00170	RNaseP_bact_a links to Rfam database...	0.52	0.32	0.83	30	48792	8	0	6	2	63
ASE_00171	RNaseP_bact_a links to Rfam database...	0.64	0.48	0.85	45	48463	9	1	7	1	49
ASE_00172	RNaseP_bact_a links to Rfam database...	0.53	0.38	0.74	40	58942	15	1	13	1	66
ASE_00174	RNaseP_bact_a links to Rfam database...	0.39	0.19	0.81	21	61049	5	2	3	0	88
ASE_00175	RNaseP_bact_a links to Rfam database...	0.46	0.32	0.65	34	59979	18	0	18	0	73
ASE_00179	RNaseP_bact_a links to Rfam database...	0.55	0.45	0.67	38	44196	19	3	16	0	46
ASE_00180	RNaseP_bact_a links to Rfam database...	0.69	0.57	0.84	57	51292	11	0	11	0	43
ASE_00181	RNaseP_bact_a links to Rfam database...	0.50	0.30	0.82	32	57591	8	0	7	1	74
ASE_00182	RNaseP_bact_a links to Rfam database...	0.40	0.26	0.64	35	84200	20	1	19	0	101
ASE_00184	RNaseP_bact_a links to Rfam database...	0.63	0.47	0.86	48	54559	8	1	7	0	54
ASE_00185	RNaseP_bact_a links to Rfam database...	0.35	0.18	0.70	23	73503	10	0	10	0	105
ASE_00186	RNaseP_bact_a links to Rfam database...	0.44	0.27	0.71	36	78952	15	0	15	0	96
ASE_00190	RNaseP_bact_b links to Rfam database...	0.32	0.18	0.57	16	45423	13	1	11	1	74
ASE_00197	RNaseP_bact_a links to Rfam database...	0.45	0.26	0.78	38	89204	11	0	11	0	107
ASE_00198	RNaseP_bact_a links to Rfam database...	0.62	0.46	0.84	47	52594	9	1	8	0	55
ASE_00203	RNaseP_bact_a links to Rfam database...	0.44	0.24	0.79	23	46636	6	2	4	0	73
ASE_00212	RNaseP_bact_a links to Rfam database...	0.43	0.27	0.69	40	93903	18	1	17	0	108
ASE_00214	RNaseP_bact_a links to Rfam database...	0.62	0.47	0.81	48	56221	13	0	11	2	55
ASE_00215	RNaseP_bact_a links to Rfam database...	0.42	0.27	0.66	27	48475	15	0	14	1	72
ASE_00216	RNaseP_bact_a links to Rfam database...	0.72	0.60	0.86	49	39283	8	5	3	0	33
ASE_00217	RNaseP_bact_a links to Rfam database...	0.54	0.38	0.77	34	40426	12	0	10	2	56
ASE_00221	RNaseP_bact_a links to Rfam database...	0.56	0.38	0.80	45	64564	11	1	10	0	72
ASE_00228	RNaseP_bact_a links to Rfam database...	0.41	0.24	0.70	21	46941	10	2	7	1	65
ASE_00229	RNaseP_bact_a links to Rfam database...	0.57	0.44	0.75	38	42435	14	0	13	1	49
ASE_00231	RNaseP_bact_a links to Rfam database...	0.61	0.45	0.83	43	47843	9	2	7	0	53
ASE_00232	RNaseP_bact_a links to Rfam database...	0.66	0.56	0.78	47	38443	13	4	9	0	37
ASE_00234	RNaseP_bact_a links to Rfam database...	0.45	0.27	0.74	35	75419	12	1	11	0	94
ASE_00238	RNaseP_bact_a links to Rfam database...	0.46	0.22	0.96	25	64235	1	0	1	0	89
ASE_00241	RNaseP_bact_a links to Rfam database...	0.77	0.68	0.88	59	43889	8	0	8	0	28
ASE_00242	RNaseP_bact_a links to Rfam database...	0.58	0.41	0.81	46	61018	13	1	10	2	66
ASE_00248	RNaseP_bact_a links to Rfam database...	0.56	0.39	0.80	44	62426	11	1	10	0	70
ASE_00254	RNaseP_bact_a links to Rfam database...	0.65	0.55	0.76	45	36797	14	3	11	0	37
ASE_00255	RNaseP_bact_a links to Rfam database...	0.42	0.22	0.82	28	74657	6	1	5	0	102
ASE_00257	RNaseP_bact_a links to Rfam database...	0.51	0.36	0.73	35	50992	14	0	13	1	62
ASE_00263	RNaseP_bact_a links to Rfam database...	0.50	0.33	0.78	39	70450	12	0	11	1	81
ASE_00267	RNaseP_bact_a links to Rfam database...	0.62	0.47	0.82	41	45100	10	0	9	1	47
ASE_00270	RNaseP_bact_a links to Rfam database...	0.47	0.27	0.80	35	72346	9	0	9	0	93
ASE_00274	RNaseP_bact_a links to Rfam database...	0.56	0.42	0.75	43	55554	14	1	13	0	60
ASE_00277	RNaseP_bact_a links to Rfam database...	0.49	0.27	0.89	25	48177	3	0	3	0	66
ASE_00279	RNaseP_bact_a links to Rfam database...	0.50	0.27	0.93	27	53272	2	0	2	0	74
ASE_00280	RNaseP_bact_a links to Rfam database...	0.45	0.30	0.67	29	51960	15	0	14	1	69
ASE_00281	RNaseP_bact_a links to Rfam database...	0.49	0.30	0.81	26	44519	6	0	6	0	62
ASE_00282	RNaseP_bact_a links to Rfam database...	0.45	0.30	0.68	38	77759	18	1	17	0	89
ASE_00283	RNaseP_bact_a links to Rfam database...	0.46	0.26	0.82	28	61742	8	0	6	2	79
ASE_00284	RNaseP_bact_a links to Rfam database...	0.41	0.24	0.70	26	58274	11	0	11	0	82
ASE_00285	RNaseP_bact_a links to Rfam database...	0.43	0.22	0.82	27	68973	6	0	6	0	95
ASE_00286	RNaseP_bact_a links to Rfam database...	0.66	0.51	0.85	47	46610	9	0	8	1	45
ASE_00287	RNaseP_bact_a links to Rfam database...	0.44	0.31	0.63	32	54895	20	1	18	1	71
ASE_00292	RNaseP_bact_a links to Rfam database...	0.50	0.35	0.72	48	81743	19	0	19	0	90
ASE_00294	RNaseP_bact_a links to Rfam database...	0.37	0.19	0.74	32	114438	12	0	11	1	139
ASE_00296	RNaseP_bact_a links to Rfam database...	0.35	0.18	0.67	26	91767	13	0	13	0	119
ASE_00297	RNaseP_bact_a links to Rfam database...	0.40	0.24	0.65	24	52938	14	0	13	1	74
ASE_00298	RNaseP_bact_a links to Rfam database...	0.54	0.38	0.75	43	67471	14	1	13	0	70
ASE_00318	RNaseP_bact_b links to Rfam database...	0.49	0.31	0.80	36	80155	10	3	6	1	82
ASE_00328	RNaseP_bact_b links to Rfam database...	0.48	0.34	0.69	38	72716	20	4	13	3	74
ASE_00332	RNaseP_bact_a links to Rfam database...	0.41	0.20	0.87	27	81779	4	0	4	0	111
ASE_00335	RNaseP_bact_b links to Rfam database...	0.46	0.32	0.67	37	75411	19	2	16	1	79
ASE_00340	RNaseP_bact_a links to Rfam database...	0.47	0.36	0.62	31	46006	19	5	14	0	54
ASE_00342	RNaseP_bact_a links to Rfam database...	0.57	0.41	0.81	47	62423	13	0	11	2	68
ASE_00353	RNaseP_bact_a links to Rfam database...	0.52	0.39	0.68	42	57908	21	1	19	1	65
ASE_00361	RNaseP_bact_a links to Rfam database...	0.40	0.21	0.75	27	75430	10	1	8	1	100
ASE_00362	RNaseP_bact_a links to Rfam database...	0.52	0.41	0.66	37	48149	19	0	19	0	54
ASE_00363	RNaseP_bact_a links to Rfam database...	0.48	0.30	0.78	28	51324	9	4	4	1	66
ASE_00364	RNaseP_bact_a links to Rfam database...	0.43	0.25	0.76	26	54251	8	0	8	0	79
ASE_00366	RNaseP_bact_a links to Rfam database...	0.43	0.33	0.56	32	58596	25	3	22	0	66
ASE_00367	RNaseP_bact_a links to Rfam database...	0.50	0.30	0.84	26	43040	5	0	5	0	60
ASE_00369	RNaseP_bact_a links to Rfam database...	0.55	0.38	0.79	41	55893	11	0	11	0	66
ASE_00370	RNaseP_bact_a links to Rfam database...	0.69	0.57	0.83	48	41847	11	1	9	1	36
ASE_00372	RNaseP_bact_a links to Rfam database...	0.60	0.43	0.84	43	51952	8	0	8	0	57
ASE_00374	RNaseP_bact_a links to Rfam database...	0.52	0.32	0.85	28	44817	6	0	5	1	60
ASE_00376	RNaseP_bact_a links to Rfam database...	0.42	0.25	0.70	26	56916	11	0	11	0	79
ASE_00377	RNaseP_bact_a links to Rfam database...	0.43	0.25	0.75	27	57594	10	0	9	1	80
ASE_00379	RNaseP_bact_a links to Rfam database...	0.60	0.44	0.83	39	46009	9	0	8	1	50
ASE_00382	RNaseP_bact_a links to Rfam database...	0.64	0.51	0.81	43	41852	11	1	9	1	41
ASE_00383	RNaseP_bact_a links to Rfam database...	0.55	0.38	0.78	40	54564	11	1	10	0	65
ASE_00384	RNaseP_bact_a links to Rfam database...	0.49	0.28	0.87	26	48486	5	0	4	1	66
ASE_00386	RNaseP_bact_a links to Rfam database...	0.54	0.31	0.94	30	50371	3	0	2	1	66
ASE_00387	RNaseP_bact_a links to Rfam database...	0.42	0.23	0.75	24	55913	9	0	8	1	80
ASE_00388	RNaseP_bact_a links to Rfam database...	0.68	0.55	0.84	49	45695	10	1	8	1	40
ASE_00390	RNaseP_bact_a links to Rfam database...	0.55	0.33	0.93	28	42165	3	0	2	1	57
ASE_00393	RNaseP_bact_a links to Rfam database...	0.58	0.45	0.74	42	47838	15	1	14	0	51
ASE_00394	RNaseP_bact_a links to Rfam database...	0.54	0.31	0.94	29	46940	3	0	2	1	64
ASE_00395	RNaseP_bact_a links to Rfam database...	0.61	0.48	0.78	40	41565	11	0	11	0	44
ASE_00396	RNaseP_bact_a links to Rfam database...	0.56	0.34	0.93	28	41586	3	0	2	1	55
ASE_00397	RNaseP_bact_a links to Rfam database...	0.55	0.38	0.78	40	54564	12	0	11	1	65
ASE_00398	RNaseP_bact_a links to Rfam database...	0.44	0.23	0.86	24	55917	5	0	4	1	80
ASE_00400	RNaseP_bact_a links to Rfam database...	0.58	0.43	0.78	46	57911	13	1	12	0	60
ASE_00401	RNaseP_bact_a links to Rfam database...	0.43	0.21	0.90	26	76999	4	0	3	1	100
ASE_00402	RNaseP_bact_a links to Rfam database...	0.54	0.36	0.79	31	42447	8	0	8	0	54
ASE_00403	RNaseP_bact_a links to Rfam database...	0.61	0.42	0.88	45	55894	6	1	5	0	62
ASE_00404	RNaseP_bact_a links to Rfam database...	0.68	0.56	0.83	48	43013	10	1	9	0	37
ASE_00406	RNaseP_bact_a links to Rfam database...	0.59	0.41	0.85	39	48782	9	0	7	2	55
ASE_00411	RNaseP_bact_a links to Rfam database...	0.44	0.33	0.59	29	49406	20	1	19	0	60
ASE_00412	RNaseP_bact_a links to Rfam database...	0.53	0.36	0.79	38	58263	11	0	10	1	67
ASE_00413	RNaseP_bact_a links to Rfam database...	0.51	0.37	0.70	30	44508	14	3	10	1	51
ASE_00415	RNaseP_bact_a links to Rfam database...	0.39	0.20	0.75	21	54918	8	0	7	1	82
ASE_00416	RNaseP_bact_a links to Rfam database...	0.42	0.21	0.82	27	77388	7	0	6	1	100
ASE_00419	RNaseP_bact_a links to Rfam database...	0.55	0.41	0.75	42	54890	14	2	12	0	61
ASE_00422	RNaseP_bact_a links to Rfam database...	0.57	0.40	0.79	38	46923	11	0	10	1	56
ASE_00423	RNaseP_bact_a links to Rfam database...	0.39	0.24	0.63	26	56912	15	0	15	0	83
ASE_00428	RNaseP_bact_a links to Rfam database...	0.56	0.40	0.79	50	76573	13	1	12	0	75
ASE_00430	RNaseP_bact_a links to Rfam database...	0.46	0.25	0.86	24	46943	4	0	4	0	73
ASE_00437	RNaseP_bact_a links to Rfam database...	0.58	0.39	0.87	53	79340	8	0	8	0	82
ASE_00441	RNaseP_bact_a links to Rfam database...	0.53	0.36	0.80	40	64211	11	1	9	1	72
ASE_00448	RNaseP_bact_a links to Rfam database...	0.51	0.33	0.79	37	64214	11	0	10	1	75
ASE_00451	RNaseP_bact_a links to Rfam database...	0.54	0.35	0.83	44	70823	10	1	8	1	81
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...	0.84	0.71	1.00	17	2261	0	0	0	0	7
PDB_01020	Purine links to Rfam database...	0.78	0.61	1.00	14	2264	0	0	0	0	9
PDB_01073	SAM links to Rfam database...	0.59	0.35	1.00	12	4359	1	0	0	1	22
RFA_00599	Telomerase-vert links to Rfam database...	0.06	0.04	0.10	4	101435	37	2	34	1	107
RFA_00601	Telomerase-vert links to Rfam database...	0.20	0.13	0.32	15	99188	37	2	30	5	99
RFA_00602	Telomerase-vert links to Rfam database...	0.15	0.09	0.26	10	101437	34	0	28	6	106

^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 CMfinder(20) - scored higher in this pairwise comparison

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

2. Individual counts for CMfinder(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 ]