CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	CentroidHomfold‑LAST		RSpredict(20)
MCC	0.782	>	0.582
Average MCC ± 95% Confidence Intervals	0.791 ± 0.165	>	0.573 ± 0.164
Sensitivity	0.723	>	0.519
Positive Predictive Value	0.851	>	0.665
Total TP	149	>	107
Total TN	13422	<	13436
Total FP	45	<	65
Total FP CONTRA	9	<	19
Total FP INCONS	17	<	35
Total FP COMP	19	>	11
Total FN	57	<	99
P-value	0.0

Comparison of performance of CentroidHomfold-LAST and RSpredict(20). 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 CentroidHomfold‑LAST and RSpredict(20)).
Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST and RSpredict(20). 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 CentroidHomfold‑LAST and RSpredict(20)).

Total Scores
MCC	0.782
Average MCC ± 95% Confidence Intervals	0.791 ± 0.165
Sensitivity	0.723
Positive Predictive Value	0.851
Nr of predictions	9

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2L94_A	HIV_FE links to Rfam database...	0.94	0.94	0.94	17	339	2	0	1	1	1
3AMU_B	tRNA links to Rfam database...	0.95	0.95	0.95	18	1138	4	0	1	3	1
3RKF_A	Purine links to Rfam database...	0.86	0.75	1.00	18	848	0	0	0	0	6
3SD1_A	THF links to Rfam database...	0.77	0.66	0.90	19	1512	2	1	1	0	10
4A1C_2	5_8S_rRNA links to Rfam database...	0.24	0.25	0.24	5	4495	29	8	8	13	15
4A1C_3	5S_rRNA links to Rfam database...	0.80	0.78	0.83	29	2728	7	0	6	1	8
4AOB_A	SAM links to Rfam database...	0.85	0.72	1.00	21	1416	1	0	0	1	8
4ENB_A	crcB links to Rfam database...	0.85	0.73	1.00	11	461	0	0	0	0	4
4ENC_A	crcB links to Rfam database...	0.85	0.73	1.00	11	485	0	0	0	0	4

Total Scores
MCC	0.582
Average MCC ± 95% Confidence Intervals	0.573 ± 0.164
Sensitivity	0.519
Positive Predictive Value	0.665
Nr of predictions	9

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
2L94_A	HIV_FE links to Rfam database...	0.53	0.50	0.60	9	342	7	0	6	1	9
3AMU_B	tRNA links to Rfam database...	0.69	0.53	0.91	10	1146	2	0	1	1	9
3RKF_A	Purine links to Rfam database...	0.91	0.88	0.95	21	844	1	1	0	0	3
3SD1_A	THF links to Rfam database...	0.82	0.86	0.78	25	1501	7	5	2	0	4
4A1C_2	5_8S_rRNA links to Rfam database...	0.25	0.30	0.21	6	4487	30	12	11	7	14
4A1C_3	5S_rRNA links to Rfam database...	0.60	0.49	0.75	18	2739	8	0	6	2	19
4AOB_A	SAM links to Rfam database...	0.33	0.21	0.55	6	1426	5	1	4	0	23
4ENB_A	crcB links to Rfam database...	0.54	0.40	0.75	6	464	2	0	2	0	9
4ENC_A	crcB links to Rfam database...	0.51	0.40	0.67	6	487	3	0	3	0	9

Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.