CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	CentroidAlifold(20)		Contrafold
MCC	0.726	>	0.477
Average MCC ± 95% Confidence Intervals	0.718 ± 0.036	>	0.480 ± 0.027
Sensitivity	0.614	>	0.461
Positive Predictive Value	0.860	>	0.494
Total TP	22679	>	17036
Total TN	104344087	>	104335974
Total FP	5560	<	20448
Total FP CONTRA	629	<	2637
Total FP INCONS	3071	<	14819
Total FP COMP	1860	<	2992
Total FN	14285	<	19928
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	22679
Total TN	104344087
Total FP	5560
Total FP CONTRA	629
Total FP INCONS	3071
Total FP COMP	1860
Total FN	14285

Total Scores
MCC	0.726
Average MCC ± 95% Confidence Intervals	0.718 ± 0.036
Sensitivity	0.614
Positive Predictive Value	0.860
Nr of predictions	77

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
CRW_00024	SSU_rRNA_archaea links to Rfam database...	0.91	0.86	0.95	394	1085188	51	6	13	32	64
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.83	0.77	0.90	365	1141911	54	9	31	14	109
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.86	0.80	0.93	374	1170812	45	10	19	16	96
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.86	0.80	0.93	364	1107423	43	10	19	14	92
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.85	0.78	0.93	368	1172351	42	9	18	15	105
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.86	0.80	0.92	380	1181542	47	10	21	16	96
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.85	0.80	0.91	365	1108906	48	11	23	14	92
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.86	0.78	0.95	363	1178497	43	4	16	23	102
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.86	0.80	0.92	372	1135875	46	11	20	15	91
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.85	0.78	0.93	371	1201625	47	10	19	18	105
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.86	0.80	0.92	372	1152515	48	10	24	14	94
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.91	364	1180015	52	13	24	15	107
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.86	0.78	0.94	364	1190809	45	4	19	22	104
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.80	0.75	0.86	332	1082272	67	11	41	15	113
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.83	0.75	0.92	356	1178493	48	7	24	17	117
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.86	0.79	0.94	377	1207832	45	8	18	19	98
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.86	0.79	0.94	378	1198524	39	8	16	15	100
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.87	0.81	0.93	367	1105932	46	9	20	17	86
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.85	0.77	0.92	375	1218735	46	11	20	15	109
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.92	370	1198524	46	11	21	14	108
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.91	360	1192345	51	10	25	16	108
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.86	0.80	0.92	362	1111893	46	11	20	15	93
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.91	355	1122363	48	8	25	15	107
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.86	0.79	0.92	354	1085218	46	8	21	17	92
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.87	0.81	0.93	371	1114870	46	9	21	16	86
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.85	0.78	0.91	354	1110408	50	12	21	17	99
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.84	0.78	0.91	351	1129869	54	7	29	18	99
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.92	357	1180030	50	8	21	21	107
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.84	0.79	0.89	357	1117860	63	9	34	20	96
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.92	357	1144951	49	9	24	16	107
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.84	0.77	0.91	350	1131377	50	7	26	17	106
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.83	0.77	0.90	353	1117869	56	11	27	18	105
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.82	0.75	0.91	356	1189260	53	9	28	16	120
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.52	0.37	0.72	183	1620647	90	6	64	20	311
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.47	0.34	0.64	178	1762223	133	11	91	31	341
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.52	0.37	0.73	171	1445616	97	6	57	34	291
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.49	0.37	0.66	192	1805657	126	13	88	25	329
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.57	0.40	0.80	201	1627859	78	6	44	28	301
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.51	0.37	0.71	190	1988747	113	10	68	35	327
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.48	0.34	0.67	161	1769781	123	8	71	44	316
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.43	0.30	0.61	155	1892229	131	20	81	30	359
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.51	0.36	0.72	181	1586621	96	8	61	27	317
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.53	0.38	0.74	192	1584829	102	6	63	33	309
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.54	0.40	0.72	200	1615226	107	10	67	30	303
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.53	0.39	0.73	196	1675098	99	8	63	28	311
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.52	0.37	0.71	180	1579501	100	8	64	28	302
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.58	0.41	0.83	208	1640515	64	4	39	21	298
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.55	0.40	0.75	199	1611646	93	8	57	28	297
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.50	0.37	0.69	182	1626042	112	11	71	30	316
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.49	0.33	0.72	176	2126710	109	5	62	42	358
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.51	0.35	0.73	182	1751006	96	7	61	28	333
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.52	0.39	0.70	180	1606270	126	11	67	48	284
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.51	0.38	0.68	189	1615224	117	8	82	27	307
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.48	0.34	0.67	170	1665972	109	11	72	26	325
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.86	0.79	0.93	364	1116372	45	9	20	16	94
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.86	0.78	0.94	347	1094091	45	2	20	23	98
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.86	0.79	0.93	359	1119369	53	3	25	25	93
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.86	0.79	0.92	354	1098520	55	6	23	26	92
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.49	0.34	0.70	169	1665982	103	5	69	29	322
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.52	0.38	0.72	184	1640510	108	6	66	36	299
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.51	0.38	0.69	181	1636884	113	8	72	33	300
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.52	0.37	0.74	180	1638713	102	7	55	40	306
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.79	0.73	0.85	295	945652	81	5	48	28	109
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.83	0.76	0.91	340	1137411	63	5	30	28	107
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.80	0.72	0.88	284	1152598	97	3	36	58	110
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.82	0.76	0.88	357	1117854	65	10	39	16	113
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.85	0.80	0.91	369	1135873	50	13	23	14	95
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.50	0.36	0.69	179	1606270	108	8	71	29	324
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.49	0.36	0.67	183	1593733	116	11	78	27	323
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.55	0.40	0.76	205	1693451	88	6	58	24	310
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.81	0.70	0.92	348	1073468	55	8	21	26	147
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.77	0.65	0.90	348	1500393	73	4	33	36	187
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.75	0.62	0.90	341	1471090	76	2	37	37	206
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.77	0.64	0.92	361	1606134	59	8	25	26	201
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.78	0.66	0.92	359	1433581	59	2	29	28	181
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.79	0.68	0.92	357	1204739	53	7	25	21	170
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.80	0.69	0.91	341	1117886	62	6	27	29	150

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Performance of Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP	17036
Total TN	104335974
Total FP	20448
Total FP CONTRA	2637
Total FP INCONS	14819
Total FP COMP	2992
Total FN	19928

Total Scores
MCC	0.477
Average MCC ± 95% Confidence Intervals	0.480 ± 0.027
Sensitivity	0.461
Positive Predictive Value	0.494
Nr of predictions	77

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
CRW_00024	SSU_rRNA_archaea links to Rfam database...	0.77	0.77	0.78	351	1085153	140	12	85	43	107
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.68	0.68	0.68	320	1141844	188	22	130	36	154
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.60	0.57	0.64	268	1170795	174	25	127	22	202
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.54	0.52	0.56	237	1107395	202	25	159	18	219
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.64	0.60	0.67	286	1172318	164	20	122	22	187
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.59	0.58	0.61	274	1181504	188	29	146	13	202
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.51	0.51	0.53	231	1108865	226	32	177	17	226
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.55	0.53	0.57	245	1178450	213	19	166	28	220
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.56	0.52	0.61	243	1135878	175	14	143	18	220
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.62	0.60	0.64	287	1201577	192	19	142	31	189
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.55	0.51	0.59	237	1152519	185	22	143	20	229
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.53	0.49	0.57	233	1180006	196	22	155	19	238
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.62	0.59	0.64	277	1190763	182	19	137	26	191
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.34	0.34	0.35	150	1082228	288	32	246	10	295
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.50	0.48	0.52	228	1178444	227	20	188	19	245
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.57	0.55	0.59	259	1207798	197	27	151	19	216
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.54	0.52	0.56	250	1198476	220	27	173	20	228
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.53	0.51	0.55	229	1105912	212	23	164	25	224
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.64	0.62	0.66	301	1218683	200	21	136	43	183
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.58	0.56	0.61	267	1198490	184	24	145	15	211
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.47	0.44	0.50	206	1192327	232	26	181	25	262
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.66	0.63	0.69	286	1111874	157	20	106	31	169
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.51	0.48	0.53	221	1122337	215	30	163	22	241
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.47	0.46	0.49	203	1085190	233	20	188	25	243
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.61	0.59	0.63	271	1114843	186	19	138	29	186
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.44	0.40	0.49	182	1110423	203	23	167	13	271
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.44	0.42	0.47	190	1129849	240	28	189	23	260
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.60	0.56	0.64	262	1180004	173	25	125	23	202
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.55	0.51	0.60	232	1117873	173	15	140	18	221
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.64	0.62	0.65	288	1144901	182	17	135	30	176
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.51	0.47	0.56	216	1131371	196	24	149	23	240
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.66	0.63	0.68	289	1117836	159	19	116	24	169
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.60	0.57	0.63	270	1189221	197	21	141	35	206
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.25	0.25	0.25	122	1620403	431	72	303	56	372
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.43	0.40	0.45	210	1762038	324	41	214	69	309
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.28	0.28	0.29	129	1445402	388	63	256	69	333
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.36	0.35	0.37	184	1805456	377	53	257	67	337
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.50	0.49	0.51	246	1627630	284	52	182	50	256
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.33	0.32	0.33	166	1988512	422	56	281	85	351
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.26	0.26	0.26	122	1769544	429	70	285	74	355
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.38	0.36	0.41	183	1892040	342	42	220	80	331
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.39	0.40	0.39	197	1586366	355	58	250	47	301
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.40	0.40	0.39	202	1584577	358	54	257	47	299
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.35	0.34	0.36	170	1615029	355	51	253	51	333
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.39	0.40	0.38	202	1674827	390	57	279	54	305
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.33	0.33	0.33	157	1579284	361	57	255	49	325
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.37	0.37	0.37	189	1640256	363	64	257	42	317
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.44	0.41	0.46	205	1611467	295	42	196	57	291
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.41	0.40	0.42	198	1625830	342	48	230	64	300
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.43	0.42	0.44	223	2126443	372	38	249	85	311
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.28	0.30	0.27	152	1750697	447	70	337	40	363
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.28	0.28	0.28	131	1606062	404	68	267	69	333
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.39	0.36	0.42	181	1615070	306	41	211	54	315
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.36	0.37	0.36	181	1665721	382	54	269	59	314
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.70	0.68	0.73	312	1116336	148	19	98	31	146
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.33	0.30	0.36	134	1094090	257	24	212	21	311
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.36	0.35	0.38	157	1119345	281	41	213	27	295
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.62	0.60	0.65	268	1098489	182	28	118	36	178
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.39	0.39	0.40	193	1665739	354	59	234	61	298
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.35	0.35	0.35	170	1640283	375	51	262	62	313
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.31	0.30	0.32	145	1636697	372	51	252	69	336
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.37	0.36	0.37	176	1638485	358	65	229	64	310
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.40	0.37	0.44	148	945666	215	18	168	29	256
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.48	0.44	0.53	196	1137416	209	14	160	35	251
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.35	0.33	0.38	131	1152575	263	22	193	48	263
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.57	0.56	0.57	265	1117797	226	19	179	28	205
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.62	0.60	0.64	280	1135838	187	19	141	27	184
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.39	0.39	0.40	194	1606043	347	52	239	56	309
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.45	0.44	0.47	221	1593534	302	49	201	52	285
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.38	0.37	0.38	193	1693217	355	53	257	45	322
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.53	0.50	0.56	246	1073403	229	19	177	33	249
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.50	0.49	0.52	264	1500266	296	25	223	48	271
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.46	0.43	0.49	236	1470988	271	34	212	25	311
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.55	0.54	0.56	301	1605989	279	31	207	41	261
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.58	0.56	0.60	303	1433467	242	16	185	41	237
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.49	0.44	0.55	232	1204703	216	20	173	23	295
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.49	0.47	0.51	232	1117807	258	16	205	37	259

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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 CentroidAlifold(20) - scored higher in this pairwise comparison

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

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

Performance of Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

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