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)		Fold
MCC	0.598	>	0.385
Average MCC ± 95% Confidence Intervals	0.603 ± 0.029	>	0.388 ± 0.024
Sensitivity	0.548	>	0.390
Positive Predictive Value	0.653	>	0.381
Total TP	20251	>	14429
Total TN	104339447	>	104332585
Total FP	14477	<	26119
Total FP CONTRA	1798	<	3646
Total FP INCONS	8970	<	19806
Total FP COMP	3709	>	2667
Total FN	16713	<	22535
P-value	3.56938820447e-08

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Performance plots

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

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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 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 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 Fold - scored lower in this pairwise comparison

1. Total counts & total scores for Fold

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