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	0.649	>	0.427
Average MCC ± 95% Confidence Intervals	0.642 ± 0.046	>	0.457 ± 0.057
Sensitivity	0.500	>	0.290
Positive Predictive Value	0.846	>	0.636
Total TP	1604	>	930
Total TN	478329	<	478762
Total FP	409	<	613
Total FP CONTRA	26	<	61
Total FP INCONS	265	<	471
Total FP COMP	118	>	81
Total FN	1606	<	2280
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	1604
Total TN	478329
Total FP	409
Total FP CONTRA	26
Total FP INCONS	265
Total FP COMP	118
Total FN	1606

Total Scores
MCC	0.649
Average MCC ± 95% Confidence Intervals	0.642 ± 0.046
Sensitivity	0.500
Positive Predictive Value	0.846
Nr of predictions	137

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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
PDB_00012	mir-TAR links to Rfam database...	1.00	1.00	1.00	7	399	2	0	0	2	0
PDB_00213	Gammaretro_CES links to Rfam database...	0.85	0.73	1.00	30	5020	0	0	0	0	11
PDB_00553	mir-TAR links to Rfam database...	0.90	0.82	1.00	9	456	0	0	0	0	2
PDB_00741	Entero_5_CRE links to Rfam database...	0.84	0.71	1.00	12	691	0	0	0	0	5
PDB_00810	s2m links to Rfam database...	0.76	0.59	1.00	10	1071	0	0	0	0	7
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_00876	HIV_FE links to Rfam database...	0.84	0.75	0.94	15	974	1	0	1	0	5
PDB_01020	Purine links to Rfam database...	0.78	0.61	1.00	14	2264	0	0	0	0	9
PDB_01050	UnaL2 links to Rfam database...	0.78	0.62	1.00	8	622	1	0	0	1	5
PDB_01073	SAM links to Rfam database...	0.59	0.35	1.00	12	4359	1	0	0	1	22
PDB_01114	TPP links to Rfam database...	0.51	0.37	0.71	10	2836	4	0	4	0	17
PDB_01152	HIV_FS2 links to Rfam database...	0.92	0.86	1.00	12	549	0	0	0	0	2
PDB_01236	ykoK links to Rfam database...	0.54	0.41	0.71	22	11597	10	0	9	1	32
RFA_00389	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00390	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00391	Hammerhead_3 links to Rfam database...	0.89	0.80	1.00	12	1419	1	0	0	1	3
RFA_00396	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00402	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	0	0	0	0	2
RFA_00409	Hammerhead_3 links to Rfam database...	0.89	0.80	1.00	12	1419	1	0	0	1	3
RFA_00416	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1472	1	0	0	1	2
RFA_00433	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00434	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00436	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00440	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1472	1	0	0	1	2
RFA_00442	Hammerhead_3 links to Rfam database...	0.93	0.87	1.00	13	1418	1	0	0	1	2
RFA_00444	Hammerhead_3 links to Rfam database...	0.82	0.67	1.00	10	1530	0	0	0	0	5
RFA_00583	Y_RNA links to Rfam database...	0.48	0.47	0.50	7	4936	18	0	7	11	8
RFA_00584	Y_RNA links to Rfam database...	0.97	0.93	1.00	14	2912	9	0	0	9	1
RFA_00585	Y_RNA links to Rfam database...	0.97	0.93	1.00	14	4837	11	0	0	11	1
RFA_00586	Y_RNA links to Rfam database...	0.63	0.40	1.00	6	3910	7	0	0	7	9
RFA_00587	Y_RNA links to Rfam database...	0.97	0.93	1.00	14	4837	10	0	0	10	1
RFA_00588	Y_RNA links to Rfam database...	0.00	0.00	0.00	0	4555	10	0	5	5	15
RFA_00589	Y_RNA links to Rfam database...	0.97	0.93	1.00	14	4357	11	0	0	11	1
RFA_00594	Y_RNA links to Rfam database...	0.93	0.87	1.00	13	2762	8	0	0	8	2
RFA_00596	Y_RNA links to Rfam database...	0.86	0.73	1.00	11	5984	16	0	0	16	4
RFA_00658	Hammerhead_1 links to Rfam database...	0.40	0.29	0.57	4	1121	4	0	3	1	10
RFA_00664	Hammerhead_1 links to Rfam database...	-0.01	0.00	0.00	0	985	5	0	5	0	14
RFA_00667	Hammerhead_1 links to Rfam database...	0.40	0.29	0.57	4	983	4	0	3	1	10
RFA_00668	Hammerhead_1 links to Rfam database...	0.35	0.21	0.60	3	985	3	0	2	1	11
RFA_00672	Hammerhead_1 links to Rfam database...	-0.01	0.00	0.00	0	898	5	0	5	0	13
RFA_00673	Hammerhead_1 links to Rfam database...	0.23	0.14	0.40	2	1123	4	0	3	1	12
RFA_00674	Hammerhead_1 links to Rfam database...	-0.01	0.00	0.00	0	1123	5	0	5	0	14
RFA_00675	Hammerhead_1 links to Rfam database...	0.35	0.21	0.60	3	985	3	0	2	1	11
RFA_00677	Hammerhead_1 links to Rfam database...	-0.01	0.00	0.00	0	985	5	0	5	0	14
RFA_00678	Hammerhead_1 links to Rfam database...	-0.01	0.00	0.00	0	942	4	0	4	0	14
RFA_00680	Hammerhead_1 links to Rfam database...	0.40	0.29	0.57	4	1121	4	0	3	1	10
RFA_00704	Hammerhead_1 links to Rfam database...	0.32	0.21	0.50	3	984	4	0	3	1	11
RFA_00707	Hammerhead_1 links to Rfam database...	0.43	0.29	0.67	4	1029	3	0	2	1	10
RFA_00715	Hammerhead_1 links to Rfam database...	0.30	0.14	0.67	2	943	2	0	1	1	12
RFA_00717	Hammerhead_1 links to Rfam database...	0.46	0.21	1.00	3	900	0	0	0	0	11
RFA_00730	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00731	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00733	s2m links to Rfam database...	0.81	0.67	1.00	8	895	0	0	0	0	4
RFA_00734	s2m links to Rfam database...	0.81	0.67	1.00	8	895	0	0	0	0	4
RFA_00736	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00737	s2m links to Rfam database...	0.81	0.67	1.00	8	895	0	0	0	0	4
RFA_00745	s2m links to Rfam database...	0.91	0.83	1.00	10	936	0	0	0	0	2
RFA_00749	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00758	s2m links to Rfam database...	0.86	0.75	1.00	9	894	0	0	0	0	3
RFA_00762	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00763	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00764	s2m links to Rfam database...	0.81	0.67	1.00	8	895	0	0	0	0	4
RFA_00765	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00786	Gammaretro_CES links to Rfam database...	0.95	0.91	1.00	29	5021	0	0	0	0	3
RFA_00791	Gammaretro_CES links to Rfam database...	0.92	0.88	0.97	28	5122	1	0	1	0	4
RFA_00792	Gammaretro_CES links to Rfam database...	0.97	0.94	1.00	30	5020	0	0	0	0	2
RFA_00801	Gammaretro_CES links to Rfam database...	0.95	0.91	1.00	29	5021	0	0	0	0	3
SPR_00273	tRNA links to Rfam database...	0.74	0.67	0.82	14	2833	3	0	3	0	7
SPR_00277	tRNA links to Rfam database...	0.98	0.95	1.00	20	2906	0	0	0	0	1
SPR_00721	tRNA links to Rfam database...	0.90	0.81	1.00	17	2909	0	0	0	0	4
SPR_01157	tRNA links to Rfam database...	0.80	0.76	0.84	16	2756	4	0	3	1	5
SRP_00008	Bacteria_small_SRP links to Rfam database...	0.65	0.52	0.81	13	2910	3	0	3	0	12
SRP_00020	Bacteria_small_SRP links to Rfam database...	0.78	0.61	1.00	20	5545	0	0	0	0	13
SRP_00038	Bacteria_small_SRP links to Rfam database...	0.22	0.21	0.24	7	5021	22	0	22	0	26
SRP_00042	Bacteria_small_SRP links to Rfam database...	0.41	0.36	0.47	9	3986	11	3	7	1	16
SRP_00044	Bacteria_small_SRP links to Rfam database...	0.86	0.84	0.87	27	6074	5	1	3	1	5
SRP_00046	Bacteria_small_SRP links to Rfam database...	0.47	0.22	1.00	7	4746	0	0	0	0	25
SRP_00051	Bacteria_small_SRP links to Rfam database...	0.25	0.23	0.27	7	5434	19	1	18	0	23
SRP_00054	Bacteria_small_SRP links to Rfam database...	0.34	0.22	0.54	7	5552	6	0	6	0	25
SRP_00058	Bacteria_small_SRP links to Rfam database...	0.66	0.44	1.00	15	5763	0	0	0	0	19
SRP_00072	Bacteria_small_SRP links to Rfam database...	0.49	0.24	1.00	7	6321	0	0	0	0	22
SRP_00074	Bacteria_small_SRP links to Rfam database...	0.49	0.24	1.00	7	6548	0	0	0	0	22
SRP_00075	Bacteria_small_SRP links to Rfam database...	0.45	0.21	1.00	7	5558	0	0	0	0	27
SRP_00077	Bacteria_small_SRP links to Rfam database...	0.25	0.08	0.75	3	6666	1	0	1	0	34
SRP_00081	Bacteria_small_SRP links to Rfam database...	0.47	0.23	1.00	7	5558	0	0	0	0	24
SRP_00084	Bacteria_small_SRP links to Rfam database...	0.81	0.74	0.89	25	5432	3	1	2	0	9
SRP_00094	Bacteria_small_SRP links to Rfam database...	0.46	0.38	0.56	9	4079	7	2	5	0	15
SRP_00095	Bacteria_small_SRP links to Rfam database...	0.14	0.12	0.18	3	3988	14	1	13	0	22
SRP_00098	Bacteria_small_SRP links to Rfam database...	0.62	0.49	0.78	18	6418	5	1	4	0	19
SRP_00105	Bacteria_small_SRP links to Rfam database...	0.45	0.21	1.00	7	5558	0	0	0	0	27
SRP_00107	Bacteria_small_SRP links to Rfam database...	0.72	0.53	1.00	10	3645	0	0	0	0	9
SRP_00121	Bacteria_small_SRP links to Rfam database...	0.53	0.28	1.00	7	4271	0	0	0	0	18
SRP_00128	Bacteria_small_SRP links to Rfam database...	0.77	0.64	0.92	23	6761	2	1	1	0	13
SRP_00132	Bacteria_small_SRP links to Rfam database...	0.49	0.24	1.00	7	4844	0	0	0	0	22
SRP_00134	Bacteria_large_SRP links to Rfam database...	0.68	0.55	0.84	16	5976	3	0	3	0	13
SRP_00141	Bacteria_small_SRP links to Rfam database...	0.74	0.61	0.89	25	6300	3	1	2	0	16
SRP_00161	Bacteria_small_SRP links to Rfam database...	0.56	0.32	1.00	7	2843	0	0	0	0	15
SRP_00162	Bacteria_small_SRP links to Rfam database...	0.55	0.30	1.00	7	2919	0	0	0	0	16
SRP_00163	Bacteria_small_SRP links to Rfam database...	0.66	0.54	0.82	14	3469	3	0	3	0	12
SRP_00164	Bacteria_small_SRP links to Rfam database...	0.53	0.40	0.70	14	6883	6	1	5	0	21
SRP_00170	Bacteria_small_SRP links to Rfam database...	0.48	0.40	0.59	10	4078	7	1	6	0	15
SRP_00194	Bacteria_small_SRP links to Rfam database...	0.53	0.29	1.00	6	3234	0	0	0	0	15
SRP_00200	Bacteria_small_SRP links to Rfam database...	0.27	0.11	0.67	4	6897	2	0	2	0	32
SRP_00209	Bacteria_small_SRP links to Rfam database...	0.32	0.22	0.46	6	4643	7	1	6	0	21
SRP_00213	Bacteria_small_SRP links to Rfam database...	0.46	0.36	0.60	9	4171	6	1	5	0	16
SRP_00215	Bacteria_small_SRP links to Rfam database...	0.53	0.28	1.00	7	3233	0	0	0	0	18
SRP_00227	Bacteria_small_SRP links to Rfam database...	0.88	0.87	0.90	27	5121	3	1	2	0	4
SRP_00231	Bacteria_small_SRP links to Rfam database...	0.45	0.21	1.00	7	5453	0	0	0	0	27
SRP_00233	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5140	11	1	10	0	33
SRP_00250	Bacteria_small_SRP links to Rfam database...	0.78	0.61	1.00	22	6764	0	0	0	0	14
SRP_00251	Bacteria_small_SRP links to Rfam database...	0.73	0.56	0.95	20	7000	1	0	1	0	16
SRP_00266	Bacteria_small_SRP links to Rfam database...	0.63	0.59	0.68	17	4631	9	1	7	1	12
SRP_00268	Bacteria_small_SRP links to Rfam database...	0.54	0.44	0.67	12	4168	6	1	5	0	15
SRP_00269	Bacteria_small_SRP links to Rfam database...	0.76	0.58	1.00	19	5031	0	0	0	0	14
SRP_00270	Bacteria_small_SRP links to Rfam database...	0.44	0.19	1.00	6	4650	0	0	0	0	25
SRP_00271	Bacteria_small_SRP links to Rfam database...	0.27	0.13	0.60	3	3235	2	0	2	0	21
SRP_00273	Bacteria_small_SRP links to Rfam database...	0.71	0.58	0.88	23	6760	3	1	2	0	17
SRP_00274	Bacteria_small_SRP links to Rfam database...	0.75	0.63	0.89	24	6876	3	1	2	0	14
SRP_00295	Bacteria_small_SRP links to Rfam database...	0.51	0.26	1.00	10	6893	0	0	0	0	28
SRP_00303	Bacteria_small_SRP links to Rfam database...	0.69	0.56	0.86	18	6649	3	0	3	0	14
SRP_00310	Bacteria_small_SRP links to Rfam database...	0.84	0.83	0.86	19	2904	3	0	3	0	4
SRP_00312	Bacteria_small_SRP links to Rfam database...	0.51	0.41	0.65	11	4169	6	1	5	0	16
SRP_00315	Bacteria_small_SRP links to Rfam database...	0.84	0.83	0.86	19	2904	3	0	3	0	4
SRP_00318	Bacteria_small_SRP links to Rfam database...	0.84	0.83	0.86	19	2981	3	0	3	0	4
SRP_00325	Bacteria_small_SRP links to Rfam database...	0.87	0.76	1.00	25	4346	0	0	0	0	8
SRP_00326	Bacteria_small_SRP links to Rfam database...	0.40	0.16	1.00	5	5045	0	0	0	0	26
SRP_00333	Bacteria_small_SRP links to Rfam database...	0.38	0.15	1.00	5	5146	0	0	0	0	29
SRP_00338	Bacteria_small_SRP links to Rfam database...	0.93	0.89	0.97	32	5427	1	0	1	0	4
SRP_00341	Bacteria_small_SRP links to Rfam database...	0.47	0.23	1.00	7	4746	0	0	0	0	24
SRP_00342	Bacteria_small_SRP links to Rfam database...	0.49	0.24	1.00	6	3999	0	0	0	0	19
SRP_00350	Bacteria_small_SRP links to Rfam database...	0.55	0.37	0.83	10	3904	2	1	1	0	17
SRP_00357	Bacteria_small_SRP links to Rfam database...	0.83	0.75	0.93	27	5327	2	1	1	0	9
SRP_00358	Bacteria_small_SRP links to Rfam database...	0.53	0.29	1.00	10	6318	0	0	0	0	25
SRP_00367	Bacteria_small_SRP links to Rfam database...	0.13	0.09	0.21	3	6772	11	0	11	0	32
SRP_00369	Bacteria_small_SRP links to Rfam database...	0.77	0.69	0.86	24	5750	5	1	3	1	11
SRP_00383	Bacteria_small_SRP links to Rfam database...	0.43	0.29	0.64	7	3229	4	0	4	0	17

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

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

Total Base Pair Counts
Total TP	930
Total TN	478762
Total FP	613
Total FP CONTRA	61
Total FP INCONS	471
Total FP COMP	81
Total FN	2280

Total Scores
MCC	0.427
Average MCC ± 95% Confidence Intervals	0.457 ± 0.057
Sensitivity	0.290
Positive Predictive Value	0.636
Nr of predictions	137

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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
PDB_00012	mir-TAR links to Rfam database...	1.00	1.00	1.00	7	399	1	0	0	1	0
PDB_00213	Gammaretro_CES links to Rfam database...	0.56	0.49	0.65	20	5019	11	0	11	0	21
PDB_00553	mir-TAR links to Rfam database...	0.90	0.82	1.00	9	456	0	0	0	0	2
PDB_00741	Entero_5_CRE links to Rfam database...	0.00	0.00	0.00	0	703	0	0	0	0	17
PDB_00810	s2m links to Rfam database...	0.80	0.65	1.00	11	1070	0	0	0	0	6
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_00876	HIV_FE links to Rfam database...	0.57	0.50	0.67	10	975	5	0	5	0	10
PDB_01020	Purine links to Rfam database...	0.76	0.65	0.88	15	2261	2	2	0	0	8
PDB_01050	UnaL2 links to Rfam database...	0.62	0.46	0.86	6	623	2	0	1	1	7
PDB_01073	SAM links to Rfam database...	0.39	0.18	0.86	6	4364	1	0	1	0	28
PDB_01114	TPP links to Rfam database...	0.74	0.56	1.00	15	2835	0	0	0	0	12
PDB_01152	HIV_FS2 links to Rfam database...	0.88	0.79	1.00	11	550	0	0	0	0	3
PDB_01236	ykoK links to Rfam database...	0.00	0.00	0.00	0	11621	7	0	7	0	54
RFA_00389	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00390	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00391	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00396	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00402	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	0	0	0	0	9
RFA_00409	Hammerhead_3 links to Rfam database...	0.58	0.33	1.00	5	1426	1	0	0	1	10
RFA_00416	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1479	1	0	0	1	9
RFA_00433	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00434	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00436	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00440	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1479	1	0	0	1	9
RFA_00442	Hammerhead_3 links to Rfam database...	0.63	0.40	1.00	6	1425	1	0	0	1	9
RFA_00444	Hammerhead_3 links to Rfam database...	0.00	0.00	0.00	0	1538	2	0	2	0	15
RFA_00583	Y_RNA links to Rfam database...	1.00	1.00	1.00	15	4935	7	0	0	7	0
RFA_00584	Y_RNA links to Rfam database...	1.00	1.00	1.00	15	2911	2	0	0	2	0
RFA_00585	Y_RNA links to Rfam database...	1.00	1.00	1.00	15	4836	6	0	0	6	0
RFA_00586	Y_RNA links to Rfam database...	0.97	0.93	1.00	14	3902	2	0	0	2	1
RFA_00587	Y_RNA links to Rfam database...	1.00	1.00	1.00	15	4836	4	0	0	4	0
RFA_00588	Y_RNA links to Rfam database...	0.97	0.93	1.00	14	4546	4	0	0	4	1
RFA_00589	Y_RNA links to Rfam database...	0.93	0.87	1.00	13	4358	3	0	0	3	2
RFA_00594	Y_RNA links to Rfam database...	0.93	0.87	1.00	13	2762	2	0	0	2	2
RFA_00596	Y_RNA links to Rfam database...	0.82	0.67	1.00	10	5985	5	0	0	5	5
RFA_00658	Hammerhead_1 links to Rfam database...	0.64	0.57	0.73	8	1117	4	0	3	1	6
RFA_00664	Hammerhead_1 links to Rfam database...	0.59	0.50	0.70	7	980	4	0	3	1	7
RFA_00667	Hammerhead_1 links to Rfam database...	0.64	0.57	0.73	8	979	4	0	3	1	6
RFA_00668	Hammerhead_1 links to Rfam database...	0.71	0.57	0.89	8	981	1	0	1	0	6
RFA_00672	Hammerhead_1 links to Rfam database...	0.61	0.54	0.70	7	893	3	0	3	0	6
RFA_00673	Hammerhead_1 links to Rfam database...	0.42	0.36	0.50	5	1118	6	0	5	1	9
RFA_00674	Hammerhead_1 links to Rfam database...	0.69	0.64	0.75	9	1116	4	0	3	1	5
RFA_00675	Hammerhead_1 links to Rfam database...	0.62	0.50	0.78	7	981	3	0	2	1	7
RFA_00677	Hammerhead_1 links to Rfam database...	0.72	0.64	0.82	9	979	2	0	2	0	5
RFA_00678	Hammerhead_1 links to Rfam database...	0.43	0.29	0.67	4	940	3	0	2	1	10
RFA_00680	Hammerhead_1 links to Rfam database...	0.69	0.64	0.75	9	1116	4	0	3	1	5
RFA_00704	Hammerhead_1 links to Rfam database...	0.35	0.29	0.44	4	981	6	0	5	1	10
RFA_00707	Hammerhead_1 links to Rfam database...	0.67	0.57	0.80	8	1025	3	0	2	1	6
RFA_00715	Hammerhead_1 links to Rfam database...	0.66	0.50	0.88	7	938	2	0	1	1	7
RFA_00717	Hammerhead_1 links to Rfam database...	0.50	0.36	0.71	5	896	2	0	2	0	9
RFA_00730	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00731	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00733	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00734	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00736	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00737	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00745	s2m links to Rfam database...	0.91	0.83	1.00	10	936	1	0	0	1	2
RFA_00749	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00758	s2m links to Rfam database...	0.86	0.75	1.00	9	894	0	0	0	0	3
RFA_00762	s2m links to Rfam database...	0.91	0.83	1.00	10	893	0	0	0	0	2
RFA_00763	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00764	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00765	s2m links to Rfam database...	0.91	0.83	1.00	10	893	1	0	0	1	2
RFA_00786	Gammaretro_CES links to Rfam database...	0.61	0.59	0.63	19	5020	12	2	9	1	13
RFA_00791	Gammaretro_CES links to Rfam database...	0.58	0.53	0.63	17	5124	11	2	8	1	15
RFA_00792	Gammaretro_CES links to Rfam database...	0.64	0.63	0.67	20	5020	11	2	8	1	12
RFA_00801	Gammaretro_CES links to Rfam database...	0.59	0.56	0.62	18	5021	12	2	9	1	14
SPR_00273	tRNA links to Rfam database...	0.00	0.00	0.00	0	2846	4	0	4	0	21
SPR_00277	tRNA links to Rfam database...	0.00	0.00	0.00	0	2923	4	0	3	1	21
SPR_00721	tRNA links to Rfam database...	0.00	0.00	0.00	0	2923	3	0	3	0	21
SPR_01157	tRNA links to Rfam database...	0.00	0.00	0.00	0	2774	1	0	1	0	21
SRP_00008	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	2921	5	1	4	0	25
SRP_00020	Bacteria_small_SRP links to Rfam database...	0.38	0.24	0.62	8	5552	5	0	5	0	25
SRP_00038	Bacteria_small_SRP links to Rfam database...	0.35	0.21	0.58	7	5038	5	1	4	0	26
SRP_00042	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	3997	8	0	8	0	25
SRP_00044	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6095	11	1	9	1	32
SRP_00046	Bacteria_small_SRP links to Rfam database...	0.33	0.19	0.60	6	4743	4	1	3	0	26
SRP_00051	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5448	12	1	11	0	30
SRP_00054	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5555	10	1	9	0	32
SRP_00058	Bacteria_small_SRP links to Rfam database...	0.31	0.18	0.55	6	5767	6	0	5	1	28
SRP_00072	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6320	8	4	4	0	29
SRP_00074	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6548	7	1	6	0	29
SRP_00075	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5557	9	1	7	1	34
SRP_00077	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6660	10	1	9	0	37
SRP_00081	Bacteria_small_SRP links to Rfam database...	0.29	0.19	0.43	6	5551	8	1	7	0	25
SRP_00084	Bacteria_small_SRP links to Rfam database...	0.34	0.21	0.58	7	5448	5	1	4	0	27
SRP_00094	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4089	6	1	5	0	24
SRP_00095	Bacteria_small_SRP links to Rfam database...	0.57	0.44	0.73	11	3990	4	3	1	0	14
SRP_00098	Bacteria_small_SRP links to Rfam database...	0.04	0.03	0.08	1	6429	11	0	11	0	36
SRP_00105	Bacteria_small_SRP links to Rfam database...	0.34	0.21	0.58	7	5553	5	1	4	0	27
SRP_00107	Bacteria_small_SRP links to Rfam database...	0.43	0.32	0.60	6	3645	4	0	4	0	13
SRP_00121	Bacteria_small_SRP links to Rfam database...	0.60	0.36	1.00	9	4269	0	0	0	0	16
SRP_00128	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6778	8	2	6	0	36
SRP_00132	Bacteria_small_SRP links to Rfam database...	0.32	0.21	0.50	6	4839	6	2	4	0	23
SRP_00134	Bacteria_large_SRP links to Rfam database...	0.65	0.66	0.66	19	5966	11	0	10	1	10
SRP_00141	Bacteria_small_SRP links to Rfam database...	0.26	0.15	0.46	6	6315	7	0	7	0	35
SRP_00161	Bacteria_small_SRP links to Rfam database...	0.41	0.32	0.54	7	2837	6	0	6	0	15
SRP_00162	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	2921	5	4	1	0	23
SRP_00163	Bacteria_small_SRP links to Rfam database...	0.43	0.27	0.70	7	3476	3	0	3	0	19
SRP_00164	Bacteria_small_SRP links to Rfam database...	0.72	0.60	0.88	21	6879	4	1	2	1	14
SRP_00170	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4091	4	0	4	0	25
SRP_00194	Bacteria_small_SRP links to Rfam database...	0.16	0.10	0.29	2	3233	5	2	3	0	19
SRP_00200	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6888	15	1	14	0	36
SRP_00209	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4649	7	1	6	0	27
SRP_00213	Bacteria_small_SRP links to Rfam database...	0.39	0.28	0.54	7	4173	6	1	5	0	18
SRP_00215	Bacteria_small_SRP links to Rfam database...	0.44	0.28	0.70	7	3230	3	1	2	0	18
SRP_00227	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5143	8	0	8	0	31
SRP_00231	Bacteria_small_SRP links to Rfam database...	0.46	0.29	0.71	10	5446	4	0	4	0	24
SRP_00233	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5141	10	1	9	0	33
SRP_00250	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6775	11	2	9	0	36
SRP_00251	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	7011	10	1	9	0	36
SRP_00266	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4647	9	1	8	0	29
SRP_00268	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4180	6	1	5	0	27
SRP_00269	Bacteria_small_SRP links to Rfam database...	0.29	0.18	0.46	6	5037	7	0	7	0	27
SRP_00270	Bacteria_small_SRP links to Rfam database...	0.28	0.16	0.50	5	4646	5	0	5	0	26
SRP_00271	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	3235	5	0	5	0	24
SRP_00273	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6778	8	1	7	0	40
SRP_00274	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6892	11	1	10	0	38
SRP_00295	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6894	9	1	8	0	38
SRP_00303	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6665	5	1	4	0	32
SRP_00310	Bacteria_small_SRP links to Rfam database...	0.60	0.43	0.83	10	2914	3	0	2	1	13
SRP_00312	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4178	8	0	8	0	27
SRP_00315	Bacteria_small_SRP links to Rfam database...	0.63	0.43	0.91	10	2915	1	0	1	0	13
SRP_00318	Bacteria_small_SRP links to Rfam database...	0.69	0.48	1.00	11	2992	0	0	0	0	12
SRP_00325	Bacteria_small_SRP links to Rfam database...	0.36	0.21	0.64	7	4360	4	0	4	0	26
SRP_00326	Bacteria_small_SRP links to Rfam database...	0.30	0.16	0.56	5	5041	4	0	4	0	26
SRP_00333	Bacteria_small_SRP links to Rfam database...	0.33	0.21	0.54	7	5138	6	0	6	0	27
SRP_00338	Bacteria_small_SRP links to Rfam database...	0.51	0.33	0.80	12	5445	4	0	3	1	24
SRP_00341	Bacteria_small_SRP links to Rfam database...	0.35	0.23	0.54	7	4740	6	1	5	0	24
SRP_00342	Bacteria_small_SRP links to Rfam database...	0.38	0.24	0.60	6	3995	4	0	4	0	19
SRP_00350	Bacteria_small_SRP links to Rfam database...	0.19	0.07	0.50	2	3912	2	0	2	0	25
SRP_00357	Bacteria_small_SRP links to Rfam database...	0.46	0.31	0.69	11	5340	5	0	5	0	25
SRP_00358	Bacteria_small_SRP links to Rfam database...	0.49	0.29	0.83	10	6316	2	1	1	0	25
SRP_00367	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	6774	12	0	12	0	35
SRP_00369	Bacteria_small_SRP links to Rfam database...	0.30	0.17	0.55	6	5767	5	0	5	0	29
SRP_00383	Bacteria_small_SRP links to Rfam database...	0.54	0.42	0.71	10	3226	4	0	4	0	14

^top

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

Table of contents:

Overview

Performance plots

Performance of 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 ]