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Overview

Metric	PETfold_pre2.0(seed)		MXScarna(seed)
MCC	0.800	>	0.659
Average MCC ± 95% Confidence Intervals	0.802 ± 0.019	>	0.662 ± 0.026
Sensitivity	0.772	>	0.589
Positive Predictive Value	0.830	>	0.738
Total TP	23236	>	17728
Total TN	79084318	<	79088306
Total FP	7744	<	8922
Total FP CONTRA	877	<	930
Total FP INCONS	3896	<	5363
Total FP COMP	2971	>	2629
Total FN	6844	<	12352
P-value	3.56938820447e-08

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Performance plots

Comparison of performance of PETfold_pre2.0(seed) and MXScarna(seed). 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(seed) and MXScarna(seed)).
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(seed) and MXScarna(seed)).
Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and MXScarna(seed). 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(seed) and MXScarna(seed)).

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

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

Total Base Pair Counts
Total TP	23236
Total TN	79084318
Total FP	7744
Total FP CONTRA	877
Total FP INCONS	3896
Total FP COMP	2971
Total FN	6844

Total Scores
MCC	0.800
Average MCC ± 95% Confidence Intervals	0.802 ± 0.019
Sensitivity	0.772
Positive Predictive Value	0.830
Nr of predictions	64

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2. Individual counts for PETfold_pre2.0(seed) [ 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	405	1085153	80	10	33	37	53
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.80	0.78	0.83	369	1141870	113	17	60	36	105
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.85	0.84	0.87	395	1170759	96	18	43	35	75
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.86	0.86	0.87	390	1107367	95	16	43	36	66
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.85	0.83	0.87	392	1172293	95	17	44	34	81
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.86	388	1181504	96	16	45	35	88
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.86	0.86	0.87	394	1108851	94	17	43	34	63
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.86	0.84	0.88	392	1178434	98	11	43	44	73
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.85	0.84	0.86	387	1135829	97	15	47	35	76
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.85	0.82	0.87	392	1201573	98	16	44	38	84
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.85	0.83	0.87	385	1152477	92	16	43	33	81
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.86	386	1179969	96	16	45	35	85
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.86	0.84	0.88	393	1190749	97	11	43	43	75
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.80	0.79	0.81	353	1082222	118	17	64	37	92
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.86	386	1178430	105	17	47	41	87
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.86	384	1207786	102	15	50	37	91
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.87	392	1198473	97	16	45	36	86
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.86	0.86	0.87	388	1105880	95	18	42	35	65
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.83	0.80	0.86	388	1218691	98	16	46	36	96
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.87	391	1198474	97	16	45	36	87
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.85	0.82	0.87	386	1192295	93	16	43	34	82
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.87	0.86	0.87	391	1111838	94	15	42	37	64
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.83	0.82	0.85	378	1122307	105	14	52	39	84
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.86	0.85	0.86	380	1085161	98	14	46	38	66
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.86	0.85	0.87	390	1114823	98	15	43	40	67
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.84	0.83	0.85	377	1110354	101	16	48	37	76
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.85	369	1129823	106	15	49	42	81
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.85	0.83	0.86	385	1179970	103	16	45	42	79
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.84	0.83	0.85	377	1117815	109	16	52	41	76
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.85	0.84	0.87	388	1144894	97	16	43	38	76
CRW_00283	SSU_rRNA_bacteria links to Rfam database...	0.78	0.77	0.80	331	1015610	118	18	66	34	101
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.83	0.82	0.84	372	1131319	111	16	53	42	84
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.84	0.82	0.85	377	1117816	104	17	50	37	81
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.82	0.80	0.84	382	1189200	109	16	55	38	94
CRW_00292	SSU_rRNA_bacteria links to Rfam database...	0.74	0.72	0.77	332	1123817	133	22	79	32	129
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.68	0.66	0.70	305	1445417	186	15	113	58	157
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.65	0.62	0.68	300	1579311	211	15	127	69	182
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.68	0.65	0.71	322	1611455	199	13	120	66	174
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.60	0.54	0.66	286	2126521	223	18	128	77	248
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.67	0.64	0.71	318	1615053	200	15	117	68	178
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.64	0.61	0.67	303	1665770	223	20	132	71	192
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.86	0.85	0.87	391	1116315	99	14	45	40	67
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.87	0.84	0.89	376	1094037	99	6	41	52	69
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.87	0.84	0.89	381	1119327	104	6	42	56	71
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.87	0.86	0.89	382	1098473	103	6	42	55	64
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.65	0.62	0.68	297	1636709	218	15	124	79	184
CRW_00763	SSU_rRNA_bacteria links to Rfam database...	0.83	0.80	0.87	357	1215610	110	5	48	57	89
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.79	0.76	0.81	309	945618	130	6	67	57	95
CRW_00778	SSU_rRNA_bacteria links to Rfam database...	0.84	0.83	0.85	317	1201654	139	6	48	85	67
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.83	0.81	0.86	362	1137365	112	11	48	53	85
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.79	0.76	0.82	299	1152557	159	6	59	94	95
CRW_00800	SSU_rRNA_eukarya links to Rfam database...	0.59	0.53	0.66	250	1401598	188	21	106	61	220
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.79	0.76	0.81	359	1117819	116	16	66	34	111
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.86	0.85	0.87	395	1135823	93	17	43	33	69
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.61	0.58	0.64	294	1606070	223	18	146	59	209
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.63	0.60	0.67	304	1593548	214	15	138	61	202
CRW_01343	SSU_rRNA_archaea links to Rfam database...	0.87	0.85	0.89	367	977489	81	8	37	36	67
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.79	0.73	0.86	361	1073423	107	9	52	46	134
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.76	0.68	0.86	364	1500354	120	9	51	60	171
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.75	0.67	0.85	365	1471040	119	5	60	54	182
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.76	0.67	0.86	376	1606090	108	8	54	46	186
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.77	0.70	0.86	376	1433534	108	3	58	47	164
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.80	0.73	0.86	387	1204680	102	10	51	41	140
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.80	0.75	0.86	368	1117832	112	8	52	52	123

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Performance of MXScarna(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP	17728
Total TN	79088306
Total FP	8922
Total FP CONTRA	930
Total FP INCONS	5363
Total FP COMP	2629
Total FN	12352

Total Scores
MCC	0.659
Average MCC ± 95% Confidence Intervals	0.662 ± 0.026
Sensitivity	0.589
Positive Predictive Value	0.738
Nr of predictions	64

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2. Individual counts for MXScarna(seed) [ 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...	0.83	0.81	0.86	369	1085172	112	11	49	52	89
CRW_00034	SSU_rRNA_bacteria links to Rfam database...	0.68	0.60	0.78	285	1141950	117	9	72	36	189
CRW_00048	SSU_rRNA_bacteria links to Rfam database...	0.74	0.68	0.82	318	1170827	101	10	60	31	152
CRW_00054	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.81	302	1107443	101	13	58	30	154
CRW_00059	SSU_rRNA_bacteria links to Rfam database...	0.72	0.64	0.81	305	1172369	105	12	60	33	168
CRW_00061	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.81	312	1181569	104	11	61	32	164
CRW_00068	SSU_rRNA_bacteria links to Rfam database...	0.74	0.67	0.82	305	1108933	99	12	55	32	152
CRW_00096	SSU_rRNA_bacteria links to Rfam database...	0.72	0.65	0.81	301	1178507	110	5	67	38	164
CRW_00140	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.81	304	1135902	106	11	61	34	159
CRW_00141	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.82	312	1201645	103	12	56	35	164
CRW_00150	SSU_rRNA_bacteria links to Rfam database...	0.72	0.64	0.81	300	1152549	106	11	61	34	166
CRW_00152	SSU_rRNA_bacteria links to Rfam database...	0.74	0.68	0.82	319	1180025	107	12	60	35	152
CRW_00166	SSU_rRNA_bacteria links to Rfam database...	0.73	0.65	0.82	305	1190824	106	6	61	39	163
CRW_00173	SSU_rRNA_bacteria links to Rfam database...	0.65	0.59	0.72	264	1082289	130	14	89	27	181
CRW_00177	SSU_rRNA_bacteria links to Rfam database...	0.68	0.61	0.77	287	1178505	117	12	76	29	186
CRW_00196	SSU_rRNA_bacteria links to Rfam database...	0.76	0.69	0.83	327	1207841	102	11	56	35	148
CRW_00230	SSU_rRNA_bacteria links to Rfam database...	0.75	0.67	0.83	321	1198539	99	12	54	33	157
CRW_00245	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.81	299	1105958	104	12	59	33	154
CRW_00248	SSU_rRNA_bacteria links to Rfam database...	0.72	0.64	0.81	311	1218757	105	11	62	32	173
CRW_00250	SSU_rRNA_bacteria links to Rfam database...	0.71	0.64	0.78	307	1198533	120	11	75	34	171
CRW_00256	SSU_rRNA_bacteria links to Rfam database...	0.74	0.66	0.82	311	1192362	98	11	56	31	157
CRW_00270	SSU_rRNA_bacteria links to Rfam database...	0.74	0.67	0.82	304	1111915	100	11	56	33	151
CRW_00271	SSU_rRNA_bacteria links to Rfam database...	0.71	0.64	0.80	295	1122381	105	12	63	30	167
CRW_00273	SSU_rRNA_bacteria links to Rfam database...	0.72	0.65	0.80	290	1085237	110	10	64	36	156
CRW_00275	SSU_rRNA_bacteria links to Rfam database...	0.74	0.67	0.82	306	1114897	103	10	58	35	151
CRW_00277	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.80	300	1110421	108	12	62	34	153
CRW_00278	SSU_rRNA_bacteria links to Rfam database...	0.68	0.60	0.78	271	1129907	113	9	69	35	179
CRW_00279	SSU_rRNA_bacteria links to Rfam database...	0.72	0.64	0.81	299	1180047	107	10	60	37	165
CRW_00280	SSU_rRNA_bacteria links to Rfam database...	0.70	0.63	0.79	284	1117899	114	10	67	37	169
CRW_00281	SSU_rRNA_bacteria links to Rfam database...	0.73	0.66	0.82	305	1144968	102	10	58	34	159
CRW_00283	SSU_rRNA_bacteria links to Rfam database...	0.63	0.56	0.71	242	1015684	127	13	86	28	190
CRW_00284	SSU_rRNA_bacteria links to Rfam database...	0.73	0.65	0.81	297	1131394	104	10	59	35	159
CRW_00285	SSU_rRNA_bacteria links to Rfam database...	0.71	0.64	0.79	294	1117886	113	13	67	33	164
CRW_00289	SSU_rRNA_bacteria links to Rfam database...	0.68	0.60	0.77	287	1189280	118	12	74	32	189
CRW_00292	SSU_rRNA_bacteria links to Rfam database...	0.62	0.53	0.71	245	1123906	126	12	87	27	216
CRW_00306	SSU_rRNA_eukarya links to Rfam database...	0.42	0.39	0.46	181	1445456	267	46	167	54	281
CRW_00366	SSU_rRNA_eukarya links to Rfam database...	0.48	0.45	0.51	215	1579331	275	41	166	68	267
CRW_00371	SSU_rRNA_eukarya links to Rfam database...	0.50	0.47	0.53	232	1611469	276	42	167	67	264
CRW_00379	SSU_rRNA_eukarya links to Rfam database...	0.36	0.32	0.41	170	2126540	318	50	193	75	364
CRW_00411	SSU_rRNA_eukarya links to Rfam database...	0.49	0.47	0.52	231	1615062	273	41	169	63	265
CRW_00414	SSU_rRNA_eukarya links to Rfam database...	0.46	0.43	0.49	213	1665792	286	43	177	66	282
CRW_00466	SSU_rRNA_bacteria links to Rfam database...	0.74	0.66	0.82	304	1116392	101	11	58	32	154
CRW_00589	SSU_rRNA_bacteria links to Rfam database...	0.70	0.63	0.79	279	1094105	117	6	70	41	166
CRW_00590	SSU_rRNA_bacteria links to Rfam database...	0.73	0.65	0.82	294	1119399	104	6	57	41	158
CRW_00591	SSU_rRNA_bacteria links to Rfam database...	0.74	0.66	0.82	294	1098545	110	6	58	46	152
CRW_00759	SSU_rRNA_eukarya links to Rfam database...	0.45	0.42	0.48	201	1636722	295	39	183	73	280
CRW_00763	SSU_rRNA_bacteria links to Rfam database...	0.68	0.59	0.78	262	1215683	119	6	69	44	184
CRW_00772	SSU_rRNA_bacteria links to Rfam database...	0.63	0.55	0.72	223	945690	133	6	81	46	181
CRW_00778	SSU_rRNA_bacteria links to Rfam database...	0.63	0.55	0.73	212	1201733	150	4	76	70	172
CRW_00789	SSU_rRNA_bacteria links to Rfam database...	0.71	0.63	0.80	280	1137437	111	7	62	42	167
CRW_00795	SSU_rRNA_bacteria links to Rfam database...	0.63	0.55	0.72	216	1152623	164	8	74	82	178
CRW_00800	SSU_rRNA_eukarya links to Rfam database...	0.34	0.29	0.39	137	1401627	256	36	175	45	333
CRW_00849	SSU_rRNA_bacteria links to Rfam database...	0.67	0.59	0.76	279	1117895	114	13	73	28	191
CRW_00997	SSU_rRNA_bacteria links to Rfam database...	0.72	0.65	0.80	301	1135902	107	11	64	32	163
CRW_01153	SSU_rRNA_eukarya links to Rfam database...	0.47	0.44	0.50	221	1606085	276	37	185	54	282
CRW_01171	SSU_rRNA_eukarya links to Rfam database...	0.49	0.46	0.53	231	1593565	264	35	174	55	275
CRW_01343	SSU_rRNA_archaea links to Rfam database...	0.73	0.68	0.78	294	977526	128	10	71	47	140
PDB_00703	SSU_rRNA_bacteria links to Rfam database...	0.66	0.56	0.77	278	1073486	114	9	72	33	217
PDB_00854	SSU_rRNA_bacteria links to Rfam database...	0.63	0.52	0.77	280	1500414	135	2	82	51	255
PDB_01088	SSU_rRNA_bacteria links to Rfam database...	0.61	0.49	0.76	269	1471116	131	6	79	46	278
PDB_01103	SSU_rRNA_bacteria links to Rfam database...	0.57	0.47	0.69	263	1606145	154	8	112	34	299
PDB_01105	SSU_rRNA_bacteria links to Rfam database...	0.66	0.55	0.80	299	1433595	117	1	76	40	241
PDB_01120	SSU_rRNA_bacteria links to Rfam database...	0.66	0.56	0.79	296	1204752	112	8	72	32	231
PDB_01273	SSU_rRNA_bacteria links to Rfam database...	0.69	0.59	0.80	290	1117898	113	9	63	41	201

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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(seed) - scored higher in this pairwise comparison

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

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

Performance of MXScarna(seed) - scored lower in this pairwise comparison

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

2. Individual counts for MXScarna(seed) [ download as .csv ]