CompaRNA - on-line benchmarks of RNA structure prediction methods

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Overview

Metric	PETfold_pre2.0(20)		MaxExpect
MCC	0.728	>	0.415
Average MCC ± 95% Confidence Intervals	0.730 ± 0.030	>	0.416 ± 0.027
Sensitivity	0.697	>	0.406
Positive Predictive Value	0.760	>	0.424
Total TP	25763	>	15020
Total TN	104336584	>	104335019
Total FP	11045	<	22934
Total FP CONTRA	1367	<	3099
Total FP INCONS	6752	<	17328
Total FP COMP	2926	>	2507
Total FN	11201	<	21944
P-value	3.56938820447e-08

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Performance plots

Comparison of performance of PETfold_pre2.0(20) and MaxExpect. 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 PETfold_pre2.0(20) and MaxExpect).
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 PETfold_pre2.0(20) and MaxExpect).
Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(20) and MaxExpect. 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 PETfold_pre2.0(20) and MaxExpect).

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Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

Total Base Pair Counts
Total TP	25763
Total TN	104336584
Total FP	11045
Total FP CONTRA	1367
Total FP INCONS	6752
Total FP COMP	2926
Total FN	11201

Total Scores
MCC	0.728
Average MCC ± 95% Confidence Intervals	0.730 ± 0.030
Sensitivity	0.697
Positive Predictive Value	0.760
Nr of predictions	77

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2. Individual counts for PETfold_pre2.0(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...	0.89	0.88	0.90	404	1085151	82	10	36	36	54
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.82	0.79	0.85	374	1141875	86	17	50	19	100
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.84	0.83	0.84	390	1170753	91	18	54	19	80
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.84	0.84	0.84	381	1107361	95	17	57	21	75
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.85	390	1172289	85	17	50	18	83
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.86	390	1181501	85	16	46	23	86
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.84	0.84	0.84	383	1108851	87	16	55	16	74
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.85	0.83	0.87	388	1178436	81	12	44	25	77
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.85	0.84	0.86	388	1135827	85	15	48	22	75
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.85	387	1201568	90	18	52	20	89
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.83	0.82	0.85	381	1152473	90	16	51	23	85
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.85	381	1179968	89	17	50	22	90
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.85	0.83	0.86	387	1190748	90	11	50	29	81
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.80	0.80	0.81	354	1082220	107	18	64	25	91
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.82	0.81	0.84	382	1178424	101	17	57	27	91
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.85	387	1207780	91	16	52	23	88
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.85	0.82	0.87	394	1198472	81	16	44	21	84
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.87	0.86	0.87	390	1105881	79	17	40	22	63
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.87	396	1218684	87	15	46	26	88
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.83	0.80	0.85	382	1198478	88	15	51	22	96
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.85	379	1192296	87	16	49	22	89
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.86	0.86	0.86	390	1111833	85	15	48	22	65
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.82	0.81	0.84	375	1122302	98	14	60	24	87
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.84	0.84	0.84	375	1085156	94	14	56	24	71
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.86	0.86	0.87	391	1114821	86	15	44	27	66
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.84	0.84	0.85	379	1110348	89	16	52	21	74
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.86	371	1129827	85	12	46	27	79
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.82	0.81	0.84	377	1179965	98	18	56	24	87
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.85	0.85	0.86	384	1117811	93	15	50	28	69
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.85	381	1144895	89	14	51	24	83
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.85	376	1131317	94	16	51	27	80
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.84	0.83	0.86	380	1117816	91	17	47	27	78
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.85	386	1189199	95	13	55	27	90
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.58	0.54	0.63	267	1620473	212	31	129	52	227
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.53	240	1762048	265	37	178	50	279
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.60	0.57	0.63	263	1445430	208	26	131	51	199
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.55	0.51	0.59	264	1805500	238	32	154	52	257
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.64	0.60	0.68	299	1627669	193	22	120	51	203
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.55	0.51	0.60	262	1988577	231	26	150	55	255
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.51	0.48	0.56	227	1769613	237	20	161	56	250
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.48	0.43	0.53	220	1892069	260	36	160	64	294
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.56	0.53	0.60	262	1586434	224	28	147	49	236
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.59	0.55	0.63	278	1584648	213	32	132	49	223
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.58	0.54	0.61	272	1615059	225	29	143	53	231
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.56	0.53	0.60	269	1674914	228	29	153	46	238
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.60	0.56	0.64	269	1579331	210	25	128	57	213
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.60	0.57	0.64	288	1640315	211	20	143	48	218
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.58	0.55	0.60	275	1611455	232	17	163	52	221
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.59	0.55	0.62	275	1625865	212	23	143	46	223
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.58	0.52	0.65	277	2126526	213	25	125	63	257
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.53	236	1750812	258	28	180	50	279
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.53	0.52	0.54	240	1606084	283	31	173	79	224
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.58	0.54	0.61	269	1615064	222	21	149	52	227
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.57	0.53	0.62	263	1665801	210	25	136	49	232
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.85	0.85	0.85	388	1116310	90	13	54	23	70
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.86	367	1094034	98	8	51	39	78
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.87	0.84	0.89	381	1119329	87	4	42	41	71
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.85	0.84	0.86	373	1098469	103	7	54	42	73
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.54	0.51	0.58	250	1665793	234	28	154	52	241
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.57	0.54	0.61	263	1640333	241	27	143	71	220
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.56	0.53	0.59	254	1636715	232	18	158	56	227
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.53	0.49	0.57	239	1638533	247	16	167	64	247
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.78	0.76	0.80	306	945618	127	7	69	51	98
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.82	0.80	0.85	357	1137365	108	8	56	44	90
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.79	0.76	0.82	301	1152552	149	5	63	81	93
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.80	0.78	0.82	366	1117816	101	14	64	23	104
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.85	0.84	0.85	389	1135822	85	16	51	18	75
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.59	0.56	0.63	283	1606076	220	25	144	51	220
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.52	0.48	0.56	245	1593566	240	31	163	46	261
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.60	0.55	0.67	283	1693295	193	17	125	51	232
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.78	0.72	0.84	355	1073423	101	6	61	34	140
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.75	0.68	0.84	363	1500344	118	10	61	47	172
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.74	0.65	0.83	357	1471042	115	5	66	44	190
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.75	0.66	0.85	373	1606088	99	8	59	32	189
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.75	0.68	0.84	366	1433533	107	4	68	35	174
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.78	0.72	0.85	378	1204681	101	9	60	32	149
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.78	0.73	0.84	358	1117834	110	9	59	42	133

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Performance of MaxExpect - scored lower in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP	15020
Total TN	104335019
Total FP	22934
Total FP CONTRA	3099
Total FP INCONS	17328
Total FP COMP	2507
Total FN	21944

Total Scores
MCC	0.415
Average MCC ± 95% Confidence Intervals	0.416 ± 0.027
Sensitivity	0.406
Positive Predictive Value	0.424
Nr of predictions	77

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2. Individual counts for MaxExpect [ 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...	0.71	0.70	0.71	320	1085152	169	17	112	40	138
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.66	0.65	0.66	310	1141844	191	28	134	29	164
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.52	0.48	0.57	226	1170816	189	20	153	16	244
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.43	0.42	0.44	192	1107377	261	23	224	14	264
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.51	0.49	0.54	232	1172316	212	16	182	14	241
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.44	0.43	0.45	203	1181497	266	35	218	13	273
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.44	0.43	0.45	197	1108869	251	32	207	12	260
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.49	0.47	0.52	220	1178453	229	21	186	22	245
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.43	0.42	0.44	193	1135835	265	20	230	15	270
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.54	0.53	0.55	254	1201566	230	30	175	25	222
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.44	0.43	0.46	202	1152479	257	24	216	17	264
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.58	0.55	0.60	259	1179986	190	37	134	19	212
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.43	0.41	0.46	192	1190777	241	18	209	14	276
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.26	0.26	0.27	115	1082230	324	28	283	13	330
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.48	0.47	0.50	221	1178440	239	26	193	20	252
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.50	0.49	0.51	233	1207782	238	32	188	18	242
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.58	0.55	0.60	263	1198489	199	15	159	25	215
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.42	0.41	0.43	186	1105895	262	25	222	15	267
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.51	0.51	0.51	248	1218656	263	29	208	26	236
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.51	0.50	0.51	241	1198458	244	44	183	17	237
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.40	0.39	0.41	182	1192293	285	38	227	20	286
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.54	0.54	0.55	244	1111842	223	23	177	23	211
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.33	0.32	0.34	146	1122327	292	34	244	14	316
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.42	0.40	0.45	180	1085197	237	27	197	13	266
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.61	0.60	0.62	273	1114831	186	26	141	19	184
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.35	0.33	0.37	148	1110390	267	37	220	10	305
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.39	0.36	0.42	160	1129876	240	22	198	20	290
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.54	0.53	0.56	244	1179977	213	26	169	18	220
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.36	0.35	0.37	157	1117836	279	37	230	12	296
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.59	0.58	0.60	270	1144891	201	25	155	21	194
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.38	0.35	0.41	159	1131368	249	21	212	16	297
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.56	0.54	0.58	246	1117835	199	26	153	20	212
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.48	0.46	0.50	218	1189213	245	32	190	23	258
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.24	0.25	0.24	123	1620380	438	79	318	41	371
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.35	0.35	0.35	180	1761991	393	60	272	61	339
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.18	0.19	0.18	86	1445370	462	62	332	68	376
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.30	0.30	0.30	157	1805427	422	63	303	56	364
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.41	0.41	0.42	205	1627618	330	55	232	43	297
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.33	0.33	0.32	172	1988480	429	65	298	66	345
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.18	0.18	0.17	87	1769512	473	87	335	51	390
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.33	0.32	0.35	166	1892006	380	65	248	67	348
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.35	0.35	0.36	174	1586388	361	52	257	52	324
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.37	0.38	0.37	188	1584581	361	62	259	40	313
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.31	0.30	0.33	151	1615043	353	51	258	44	352
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.41	0.41	0.42	206	1674869	336	56	234	46	301
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.27	0.28	0.26	134	1579236	421	78	305	38	348
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.30	0.30	0.30	151	1640256	403	77	282	44	355
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.40	0.39	0.42	192	1611452	316	45	221	50	304
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.28	0.28	0.27	139	1625798	414	78	291	45	359
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.44	0.44	0.43	234	2126414	384	57	248	79	300
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.26	0.27	0.25	138	1750712	440	78	328	34	377
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.31	0.31	0.31	144	1606062	415	58	264	93	320
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.33	0.33	0.34	163	1615021	361	68	251	42	333
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.30	0.31	0.30	153	1665712	421	60	300	61	342
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.61	0.60	0.62	273	1116325	188	25	142	21	185
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.32	0.31	0.34	136	1094057	285	28	239	18	309
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.40	0.37	0.43	169	1119363	246	23	201	22	283
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.44	0.43	0.44	194	1098463	264	36	210	18	252
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.38	0.39	0.38	190	1665724	360	63	248	49	301
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.33	0.32	0.34	155	1640308	356	41	262	53	328
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.31	0.31	0.30	151	1636649	407	59	286	62	330
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.29	0.29	0.28	143	1638449	415	65	298	52	343
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.22	0.21	0.23	85	945632	297	29	254	14	319
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.37	0.37	0.38	165	1137350	293	39	232	22	282
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.35	0.35	0.35	138	1152523	307	34	226	47	256
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.58	0.58	0.59	271	1117802	215	14	173	28	199
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.44	0.42	0.45	197	1135837	260	32	212	16	267
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.30	0.30	0.30	151	1606020	397	56	301	40	352
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.33	0.33	0.34	167	1593511	375	57	270	48	339
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.35	0.34	0.35	177	1693219	370	60	264	46	338
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.57	0.52	0.62	259	1073427	187	20	139	28	236
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.58	0.56	0.60	298	1500283	247	21	176	50	237
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.33	0.32	0.35	176	1470965	353	46	283	24	371
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.63	0.60	0.67	337	1606027	197	18	146	33	225
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.57	0.54	0.60	289	1433488	229	24	170	35	251
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.43	0.40	0.46	211	1204672	264	28	217	19	316
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.45	0.43	0.46	211	1117804	273	31	214	28	280

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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 PETfold_pre2.0(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

2. Individual counts for PETfold_pre2.0(20) [ download as .csv ]

Performance of MaxExpect - scored lower in this pairwise comparison

1. Total counts & total scores for MaxExpect

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