CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	MXScarna(20)		MaxExpect
MCC	0.598	>	0.415
Average MCC ± 95% Confidence Intervals	0.603 ± 0.029	>	0.416 ± 0.027
Sensitivity	0.548	>	0.406
Positive Predictive Value	0.653	>	0.424
Total TP	20251	>	15020
Total TN	104339447	>	104335019
Total FP	14477	<	22934
Total FP CONTRA	1798	<	3099
Total FP INCONS	8970	<	17328
Total FP COMP	3709	>	2507
Total FN	16713	<	21944
P-value	3.56938820447e-08

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Performance plots

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

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

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

Total Base Pair Counts
Total TP	20251
Total TN	104339447
Total FP	14477
Total FP CONTRA	1798
Total FP INCONS	8970
Total FP COMP	3709
Total FN	16713

Total Scores
MCC	0.598
Average MCC ± 95% Confidence Intervals	0.603 ± 0.029
Sensitivity	0.548
Positive Predictive Value	0.653
Nr of predictions	77

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2. Individual counts for MXScarna(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...	0.84	0.81	0.87	369	1085176	107	10	46	51	89
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.68	0.60	0.77	283	1141947	122	12	74	36	191
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.72	0.67	0.78	317	1170807	127	11	80	36	153
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.68	0.63	0.74	288	1107425	137	16	87	34	168
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.72	0.66	0.78	312	1172344	127	16	74	37	161
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.81	316	1181563	109	13	61	35	160
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.69	0.64	0.74	293	1108909	137	18	85	34	164
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.75	0.68	0.81	318	1178489	108	6	67	35	147
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.76	0.71	0.81	328	1135874	114	12	64	38	135
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.69	0.64	0.75	305	1201619	132	14	87	31	171
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.72	0.65	0.80	303	1152540	113	14	64	35	163
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.76	0.70	0.82	332	1180009	110	11	64	35	139
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.65	0.60	0.71	281	1190800	160	10	105	45	187
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.57	0.52	0.63	232	1082285	168	19	120	29	213
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.62	0.56	0.68	264	1178492	152	16	108	28	209
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.73	0.67	0.80	319	1207837	117	10	69	38	156
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.73	0.67	0.80	319	1198526	122	12	69	41	159
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.73	0.67	0.81	302	1105955	106	13	58	35	151
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.71	0.65	0.77	317	1218729	129	13	82	34	167
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.73	0.67	0.79	321	1198521	119	12	72	35	157
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.70	0.64	0.77	299	1192353	124	11	77	36	169
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.72	0.67	0.77	306	1111891	121	14	75	32	149
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.70	0.65	0.77	298	1122364	122	17	72	33	164
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.68	0.62	0.74	277	1085225	135	13	86	36	169
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.71	0.63	0.80	289	1114908	114	13	61	40	168
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.68	0.63	0.73	286	1110405	132	17	87	28	167
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.71	0.62	0.80	280	1129906	107	12	58	37	170
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.70	0.64	0.77	299	1180027	133	10	80	43	165
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.72	0.66	0.78	301	1117875	125	10	74	41	152
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.71	0.65	0.78	303	1144954	117	13	71	33	161
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.69	0.62	0.77	281	1131397	117	9	73	35	175
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.70	0.64	0.77	292	1117883	123	15	70	38	166
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.62	0.58	0.66	274	1189239	172	18	122	32	202
CRW_00298	SSU_rRNA_eukarya links to Rfam database...	0.48	0.46	0.51	226	1620454	284	45	175	64	268
CRW_00301	SSU_rRNA_eukarya links to Rfam database...	0.42	0.39	0.45	204	1762046	308	49	204	55	315
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.43	0.40	0.46	183	1445453	276	47	167	62	279
CRW_00310	SSU_rRNA_eukarya links to Rfam database...	0.45	0.41	0.49	212	1805516	285	39	183	63	309
CRW_00326	SSU_rRNA_eukarya links to Rfam database...	0.49	0.45	0.53	227	1627679	267	35	169	63	275
CRW_00330	SSU_rRNA_eukarya links to Rfam database...	0.41	0.37	0.45	190	1988597	294	32	196	66	327
CRW_00332	SSU_rRNA_eukarya links to Rfam database...	0.37	0.34	0.40	163	1769615	307	47	196	64	314
CRW_00333	SSU_rRNA_eukarya links to Rfam database...	0.31	0.26	0.35	136	1892099	328	47	203	78	378
CRW_00345	SSU_rRNA_eukarya links to Rfam database...	0.46	0.44	0.49	219	1586422	293	53	177	63	279
CRW_00346	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.52	229	1584649	269	43	169	57	272
CRW_00348	SSU_rRNA_eukarya links to Rfam database...	0.49	0.47	0.52	235	1615052	277	51	165	61	268
CRW_00358	SSU_rRNA_eukarya links to Rfam database...	0.48	0.44	0.53	224	1674941	262	38	162	62	283
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.42	0.40	0.43	195	1579299	332	47	212	73	287
CRW_00370	SSU_rRNA_eukarya links to Rfam database...	0.50	0.48	0.52	242	1640302	281	47	175	59	264
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.53	229	1611474	266	39	168	59	267
CRW_00372	SSU_rRNA_eukarya links to Rfam database...	0.51	0.47	0.54	236	1625872	273	37	161	75	262
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.37	0.33	0.42	175	2126532	323	40	206	77	359
CRW_00386	SSU_rRNA_eukarya links to Rfam database...	0.47	0.43	0.50	223	1750812	281	44	177	60	292
CRW_00403	SSU_rRNA_eukarya links to Rfam database...	0.45	0.41	0.48	192	1606131	304	37	168	99	272
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.52	227	1615066	271	42	168	61	269
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.39	0.37	0.41	181	1665782	316	50	212	54	314
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.63	0.58	0.69	266	1116382	147	16	101	30	192
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.69	0.62	0.76	277	1094097	130	6	80	44	168
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.72	0.67	0.78	303	1119366	134	11	76	47	149
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.74	0.68	0.81	303	1098531	115	7	62	46	143
CRW_00598	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.52	226	1665793	276	41	165	70	265
CRW_00758	SSU_rRNA_eukarya links to Rfam database...	0.46	0.43	0.48	207	1640338	292	44	177	71	276
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.42	0.40	0.44	191	1636712	314	43	199	72	290
CRW_00760	SSU_rRNA_eukarya links to Rfam database...	0.46	0.43	0.49	208	1638533	291	37	177	77	278
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.60	0.54	0.67	217	945677	148	10	96	42	187
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.67	0.60	0.75	268	1137427	134	8	83	43	179
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.63	0.57	0.71	224	1152605	176	10	82	84	170
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.61	0.55	0.68	260	1117878	154	17	105	32	210
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.74	0.69	0.79	322	1135872	121	12	72	37	142
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.44	0.42	0.46	211	1606072	295	46	199	50	292
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.48	0.45	0.51	229	1593556	274	47	173	54	277
CRW_01300	SSU_rRNA_eukarya links to Rfam database...	0.47	0.45	0.50	230	1693258	286	45	187	54	285
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.69	0.60	0.79	295	1073472	114	10	68	36	200
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.62	0.51	0.75	274	1500415	142	2	87	53	261
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.66	0.56	0.78	308	1471077	135	7	78	50	239
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.61	0.52	0.71	293	1606118	156	16	101	39	269
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.64	0.54	0.75	291	1433583	134	3	94	37	249
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.66	0.57	0.76	302	1204732	134	11	83	40	225
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.69	0.60	0.79	294	1117886	120	10	70	40	197

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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 MXScarna(20) - scored higher in this pairwise comparison

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

2. Individual counts for MXScarna(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 ]