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)		Fold
MCC	0.726	>	0.385
Average MCC ± 95% Confidence Intervals	0.718 ± 0.036	>	0.388 ± 0.024
Sensitivity	0.614	>	0.390
Positive Predictive Value	0.860	>	0.381
Total TP	22679	>	14429
Total TN	104344087	>	104332585
Total FP	5560	<	26119
Total FP CONTRA	629	<	3646
Total FP INCONS	3071	<	19806
Total FP COMP	1860	<	2667
Total FN	14285	<	22535
P-value	3.56938820447e-08

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Performance plots

Comparison of performance of CentroidAlifold(20) and Fold. 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 Fold).
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 Fold).
Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(20) and Fold. 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 Fold).

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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 Fold - scored lower in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP	14429
Total TN	104332585
Total FP	26119
Total FP CONTRA	3646
Total FP INCONS	19806
Total FP COMP	2667
Total FN	22535

Total Scores
MCC	0.385
Average MCC ± 95% Confidence Intervals	0.388 ± 0.024
Sensitivity	0.390
Positive Predictive Value	0.381
Nr of predictions	77

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2. Individual counts for Fold [ 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...	0.56	0.57	0.56	259	1085140	238	22	180	36	199
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.62	0.63	0.61	299	1141829	219	35	153	31	175
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.51	0.51	0.52	239	1170753	241	24	199	18	231
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.40	0.41	0.40	185	1107355	286	30	246	10	271
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.44	0.44	0.44	207	1172278	279	31	230	18	266
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.54	0.54	0.54	259	1181475	236	33	186	17	217
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.43	0.43	0.43	198	1108845	279	32	230	17	259
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.42	0.43	0.42	200	1178403	299	28	249	22	265
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.38	0.38	0.38	176	1135818	299	27	257	15	287
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.53	0.53	0.54	253	1201553	246	34	185	27	223
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.45	0.44	0.45	204	1152472	262	26	219	17	262
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.53	0.52	0.54	246	1179962	231	33	175	23	225
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.40	0.40	0.39	188	1190720	309	32	256	21	280
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.28	0.28	0.28	125	1082214	333	31	286	16	320
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.49	0.48	0.50	226	1178426	251	26	202	23	247
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.45	0.46	0.44	219	1207740	296	42	234	20	256
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.53	0.52	0.54	247	1198465	241	32	182	27	231
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.37	0.37	0.37	167	1105882	297	32	247	18	286
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.49	0.49	0.48	238	1218645	286	36	222	28	246
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.37	0.38	0.37	181	1198432	321	48	265	8	297
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.39	0.39	0.40	183	1192281	294	41	235	18	285
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.54	0.54	0.54	245	1111832	232	27	182	23	210
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.36	0.36	0.37	168	1122293	309	37	253	19	294
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.52	0.52	0.52	233	1085151	238	41	176	21	213
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.59	0.59	0.59	271	1114809	212	28	163	21	186
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.32	0.32	0.32	144	1110348	313	38	265	10	309
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.36	0.35	0.37	159	1129828	293	31	238	24	291
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.58	0.56	0.59	262	1179969	207	27	158	22	202
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.33	0.33	0.32	151	1117794	327	43	272	12	302
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.53	0.52	0.53	243	1144885	238	27	186	25	221
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.29	0.29	0.29	130	1131315	331	40	275	16	326
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.48	0.49	0.48	225	1117789	265	38	208	19	233
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.51	0.50	0.52	237	1189193	251	38	185	28	239
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.22	0.24	0.21	118	1620334	479	100	348	31	376
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.29	0.30	0.29	156	1761959	461	80	308	73	363
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.09	0.09	0.08	43	1445337	532	80	390	62	419
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.28	0.29	0.27	153	1805378	473	77	342	54	368
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.40	0.40	0.39	203	1627589	370	67	251	52	299
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.31	0.32	0.30	166	1988453	469	82	314	73	351
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.19	0.21	0.18	99	1769473	516	102	347	67	378
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.32	0.33	0.31	169	1891947	449	66	303	80	345
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.33	0.34	0.33	171	1586345	407	61	294	52	327
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.33	0.35	0.32	175	1584535	423	75	305	43	326
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.28	0.28	0.27	142	1614977	433	60	324	49	361
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.36	0.37	0.35	186	1674831	392	68	280	44	321
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.27	0.29	0.25	138	1579211	437	87	317	33	344
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.28	0.29	0.27	148	1640226	440	80	312	48	358
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.34	0.35	0.33	173	1611383	414	61	293	60	323
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.26	0.28	0.25	137	1625762	453	84	323	46	361
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.44	0.45	0.44	241	2126401	411	60	251	100	293
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.29	0.30	0.28	155	1750699	443	74	328	41	360
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.33	0.34	0.33	157	1606045	425	57	269	99	307
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.35	0.36	0.34	177	1614982	392	60	284	48	319
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.29	0.31	0.28	152	1665688	448	68	317	63	343
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.57	0.56	0.57	257	1116315	221	28	165	28	201
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.30	0.30	0.31	133	1094029	317	35	263	19	312
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.42	0.42	0.42	191	1119306	279	34	225	20	261
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.50	0.50	0.50	222	1098458	256	20	203	33	224
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.35	0.37	0.34	181	1665691	415	68	285	62	310
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.25	0.26	0.24	127	1640244	444	62	333	49	356
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.31	0.32	0.29	156	1636612	443	67	310	66	325
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.27	0.29	0.26	140	1638417	454	75	323	56	346
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.25	0.25	0.25	100	945594	319	37	269	13	304
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.39	0.38	0.39	172	1137342	303	31	241	31	275
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.32	0.33	0.30	130	1152494	342	43	254	45	264
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.53	0.53	0.52	250	1117779	255	29	202	24	220
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.37	0.38	0.37	175	1135806	315	41	256	18	289
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.36	0.37	0.35	187	1605990	391	60	291	40	316
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.28	0.28	0.27	143	1593476	430	75	311	44	363
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.28	0.29	0.27	150	1693165	443	63	342	38	365
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.48	0.46	0.50	229	1073385	256	28	203	25	266
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.46	0.46	0.46	246	1500244	334	36	252	46	289
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.34	0.33	0.34	180	1470946	368	36	308	24	367
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.44	0.44	0.44	245	1605966	343	42	275	26	317
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.46	0.45	0.47	245	1433450	306	32	244	30	295
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.31	0.30	0.33	158	1204643	339	37	290	12	369
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.38	0.38	0.39	186	1117784	320	28	262	30	305

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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 Fold - scored lower in this pairwise comparison

1. Total counts & total scores for Fold

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