CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Metric	Sfold		Mastr(seed)
MCC	0.605	>	0.258
Average MCC ± 95% Confidence Intervals	0.641 ± 0.074	>	0.127 ± 0.092
Sensitivity	0.520	>	0.075
Positive Predictive Value	0.707	<	0.900
Total TP	817	>	117
Total TN	303541	<	304566
Total FP	408	>	15
Total FP CONTRA	49	>	0
Total FP INCONS	289	>	13
Total FP COMP	70	>	2
Total FN	753	<	1453
P-value	3.56938820447e-08

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Performance plots

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Performance of Sfold - scored higher in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP	817
Total TN	303541
Total FP	408
Total FP CONTRA	49
Total FP INCONS	289
Total FP COMP	70
Total FN	753

Total Scores
MCC	0.605
Average MCC ± 95% Confidence Intervals	0.641 ± 0.074
Sensitivity	0.520
Positive Predictive Value	0.707
Nr of predictions	45

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2KDQ_B	mir-TAR links to Rfam database...	0.95	0.91	1.00	10	396	0	0	0	0	1
2KE6_A	K10_TLS links to Rfam database...	0.92	0.89	0.94	17	1110	2	0	1	1	2
2KUR_A	K10_TLS links to Rfam database...	0.90	0.86	0.95	18	1109	1	0	1	0	3
2KUU_A	K10_TLS links to Rfam database...	0.87	0.81	0.94	17	1110	2	0	1	1	4
2KUV_A	K10_TLS links to Rfam database...	0.88	0.82	0.95	18	1109	1	0	1	0	4
2KUW_A	K10_TLS links to Rfam database...	0.90	0.86	0.95	18	1109	1	0	1	0	3
2KX8_A	7SK links to Rfam database...	0.94	0.89	1.00	16	845	0	0	0	0	2
2L1F_B	Gammaretro_CES links to Rfam database...	0.98	0.96	1.00	24	2121	0	0	0	0	1
2L1F_A	Gammaretro_CES links to Rfam database...	0.98	0.96	1.00	23	2057	0	0	0	0	1
2L94_A	HIV_FE links to Rfam database...	0.97	0.95	1.00	19	971	0	0	0	0	1
2LC8_A	GP_knot1 links to Rfam database...	0.45	0.35	0.58	7	1528	5	0	5	0	13
2WRQ_Y	tRNA links to Rfam database...	0.53	0.53	0.53	9	2833	13	5	3	5	8
2WWQ_V	tRNA links to Rfam database...	0.80	0.68	0.95	19	2906	2	0	1	1	9
2XKV_B	Bacteria_small_SRP links to Rfam database...	0.51	0.50	0.53	10	4541	23	0	9	14	10
2XQD_Y	tRNA links to Rfam database...	0.77	0.67	0.90	18	2830	2	0	2	0	9
2XXA_G	Bacteria_small_SRP links to Rfam database...	0.36	0.31	0.43	13	5121	17	1	16	0	29
2ZZM_B	tRNA links to Rfam database...	0.12	0.09	0.17	3	3468	15	0	15	0	29
2ZZN_D	tRNA links to Rfam database...	0.82	0.78	0.88	21	2461	3	0	3	0	6
3A2K_C	tRNA links to Rfam database...	0.42	0.39	0.46	11	2902	13	2	11	0	17
3A3A_A	tRNA-Sec links to Rfam database...	0.87	0.76	1.00	28	3627	0	0	0	0	9
3AKZ_H	tRNA links to Rfam database...	0.44	0.39	0.50	11	2679	11	2	9	0	17
3AMU_B	tRNA links to Rfam database...	0.70	0.59	0.84	16	2984	5	0	3	2	11
3G4S_9	5S_rRNA links to Rfam database...	0.51	0.39	0.69	22	7349	10	1	9	0	35
3GX2_A	SAM links to Rfam database...	0.72	0.55	0.96	22	4348	2	0	1	1	18
3IVN_B	Purine links to Rfam database...	0.78	0.61	1.00	19	2327	0	0	0	0	12
3IYQ_A	tmRNA links to Rfam database...	0.33	0.34	0.32	32	60627	71	19	48	4	62
3IZ4_A	tmRNA links to Rfam database...	0.52	0.42	0.65	56	70790	31	3	27	1	76
3IZF_C	5S_rRNA links to Rfam database...	0.71	0.61	0.83	33	6863	7	0	7	0	21
3J16_L	tRNA links to Rfam database...	0.29	0.23	0.37	7	2756	12	0	12	0	23
3JYV_7	tRNA links to Rfam database...	-0.01	0.00	0.00	0	2834	16	0	16	0	32
3JYX_4	5_8S_rRNA links to Rfam database...	0.35	0.30	0.42	10	12222	23	3	11	9	23
3JYX_3	5S_rRNA links to Rfam database...	0.62	0.63	0.61	17	6300	19	1	10	8	10
3LA5_A	Purine links to Rfam database...	0.78	0.62	1.00	21	2464	0	0	0	0	13
3NPB_A	SAM links to Rfam database...	0.77	0.65	0.91	30	6988	6	1	2	3	16
3O58_3	5_8S_rRNA links to Rfam database...	0.43	0.34	0.55	12	12381	17	0	10	7	23
3O58_2	5S_rRNA links to Rfam database...	0.74	0.74	0.74	28	7222	11	3	7	1	10
3PDR_A	ykoK links to Rfam database...	0.69	0.56	0.85	40	12833	9	0	7	2	32
3RKF_A	Purine links to Rfam database...	0.76	0.59	1.00	20	2191	0	0	0	0	14
3SD1_A	THF links to Rfam database...	0.65	0.50	0.84	21	3891	4	1	3	0	21
3UZL_B	tRNA links to Rfam database...	0.51	0.32	0.80	12	3555	3	2	1	0	25
4A1C_3	5S_rRNA links to Rfam database...	0.69	0.57	0.84	31	7103	6	1	5	0	23
4A1C_2	5_8S_rRNA links to Rfam database...	0.16	0.15	0.17	5	11751	34	2	23	9	28
4AOB_A	SAM links to Rfam database...	0.50	0.40	0.63	17	4344	11	2	8	1	25
4ENB_A	crcB links to Rfam database...	0.76	0.58	1.00	11	1264	0	0	0	0	8
4ENC_A	crcB links to Rfam database...	0.51	0.26	1.00	5	1321	0	0	0	0	14

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

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

Total Base Pair Counts
Total TP	117
Total TN	304566
Total FP	15
Total FP CONTRA	0
Total FP INCONS	13
Total FP COMP	2
Total FN	1453

Total Scores
MCC	0.258
Average MCC ± 95% Confidence Intervals	0.127 ± 0.092
Sensitivity	0.075
Positive Predictive Value	0.900
Nr of predictions	45

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2KDQ_B	mir-TAR links to Rfam database...	0.00	0.00	0.00	0	406	0	0	0	0	11
2KE6_A	K10_TLS links to Rfam database...	0.92	0.84	1.00	16	1112	1	0	0	1	3
2KUR_A	K10_TLS links to Rfam database...	0.79	0.71	0.88	15	1111	2	0	2	0	6
2KUU_A	K10_TLS links to Rfam database...	0.76	0.67	0.88	14	1112	3	0	2	1	7
2KUV_A	K10_TLS links to Rfam database...	0.77	0.68	0.88	15	1111	2	0	2	0	7
2KUW_A	K10_TLS links to Rfam database...	0.52	0.48	0.59	10	1111	7	0	7	0	11
2KX8_A	7SK links to Rfam database...	0.00	0.00	0.00	0	861	0	0	0	0	18
2L1F_B	Gammaretro_CES links to Rfam database...	0.98	0.96	1.00	24	2121	0	0	0	0	1
2L1F_A	Gammaretro_CES links to Rfam database...	0.98	0.96	1.00	23	2057	0	0	0	0	1
2L94_A	HIV_FE links to Rfam database...	0.00	0.00	0.00	0	990	0	0	0	0	20
2LC8_A	GP_knot1 links to Rfam database...	0.00	0.00	0.00	0	1540	0	0	0	0	20
2WRQ_Y	tRNA links to Rfam database...	0.00	0.00	0.00	0	2850	0	0	0	0	17
2WWQ_V	tRNA links to Rfam database...	0.00	0.00	0.00	0	2926	0	0	0	0	28
2XKV_B	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	4560	0	0	0	0	20
2XQD_Y	tRNA links to Rfam database...	0.00	0.00	0.00	0	2850	0	0	0	0	27
2XXA_G	Bacteria_small_SRP links to Rfam database...	0.00	0.00	0.00	0	5151	0	0	0	0	42
2ZZM_B	tRNA links to Rfam database...	0.00	0.00	0.00	0	3486	0	0	0	0	32
2ZZN_D	tRNA links to Rfam database...	0.00	0.00	0.00	0	2485	0	0	0	0	27
3A2K_C	tRNA links to Rfam database...	0.00	0.00	0.00	0	2926	0	0	0	0	28
3A3A_A	tRNA-Sec links to Rfam database...	0.00	0.00	0.00	0	3655	0	0	0	0	37
3AKZ_H	tRNA links to Rfam database...	0.00	0.00	0.00	0	2701	0	0	0	0	28
3AMU_B	tRNA links to Rfam database...	0.00	0.00	0.00	0	3003	0	0	0	0	27
3G4S_9	5S_rRNA links to Rfam database...	0.00	0.00	0.00	0	7381	0	0	0	0	57
3GX2_A	SAM links to Rfam database...	0.00	0.00	0.00	0	4371	0	0	0	0	40
3IVN_B	Purine links to Rfam database...	0.00	0.00	0.00	0	2346	0	0	0	0	31
3IYQ_A	tmRNA links to Rfam database...	0.00	0.00	0.00	0	60726	0	0	0	0	94
3IZ4_A	tmRNA links to Rfam database...	0.00	0.00	0.00	0	70876	0	0	0	0	132
3IZF_C	5S_rRNA links to Rfam database...	0.00	0.00	0.00	0	6903	0	0	0	0	54
3J16_L	tRNA links to Rfam database...	0.00	0.00	0.00	0	2775	0	0	0	0	30
3JYV_7	tRNA links to Rfam database...	0.00	0.00	0.00	0	2850	0	0	0	0	32
3JYX_4	5_8S_rRNA links to Rfam database...	0.00	0.00	0.00	0	12246	0	0	0	0	33
3JYX_3	5S_rRNA links to Rfam database...	0.00	0.00	0.00	0	6328	0	0	0	0	27
3LA5_A	Purine links to Rfam database...	0.00	0.00	0.00	0	2485	0	0	0	0	34
3NPB_A	SAM links to Rfam database...	0.00	0.00	0.00	0	7021	0	0	0	0	46
3O58_3	5_8S_rRNA links to Rfam database...	0.00	0.00	0.00	0	12403	0	0	0	0	35
3O58_2	5S_rRNA links to Rfam database...	0.00	0.00	0.00	0	7260	0	0	0	0	38
3PDR_A	ykoK links to Rfam database...	0.00	0.00	0.00	0	12880	0	0	0	0	72
3RKF_A	Purine links to Rfam database...	0.00	0.00	0.00	0	2211	0	0	0	0	34
3SD1_A	THF links to Rfam database...	0.00	0.00	0.00	0	3916	0	0	0	0	42
3UZL_B	tRNA links to Rfam database...	0.00	0.00	0.00	0	3570	0	0	0	0	37
4A1C_3	5S_rRNA links to Rfam database...	0.00	0.00	0.00	0	7140	0	0	0	0	54
4A1C_2	5_8S_rRNA links to Rfam database...	0.00	0.00	0.00	0	11781	0	0	0	0	33
4AOB_A	SAM links to Rfam database...	0.00	0.00	0.00	0	4371	0	0	0	0	42
4ENB_A	crcB links to Rfam database...	0.00	0.00	0.00	0	1275	0	0	0	0	19
4ENC_A	crcB links to Rfam database...	0.00	0.00	0.00	0	1326	0	0	0	0	19

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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 Sfold - scored higher in this pairwise comparison

1. Total counts & total scores for Sfold

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

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

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

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