CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	TurboFold(20)		RSpredict(seed)
MCC	0.594	>	0.267
Average MCC ± 95% Confidence Intervals	0.602 ± 0.154	>	0.207 ± 0.214
Sensitivity	0.470	>	0.111
Positive Predictive Value	0.756	>	0.652
Total TP	127	>	30
Total TN	34855	<	34977
Total FP	53	>	17
Total FP CONTRA	3	>	2
Total FP INCONS	38	>	14
Total FP COMP	12	>	1
Total FN	143	<	240
P-value	0.0

Comparison of performance of TurboFold(20) and RSpredict(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 TurboFold(20) and RSpredict(seed)).
Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(20) and RSpredict(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 TurboFold(20) and RSpredict(seed)).

Total Scores
MCC	0.594
Average MCC ± 95% Confidence Intervals	0.602 ± 0.154
Sensitivity	0.470
Positive Predictive Value	0.756
Nr of predictions	8

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
3AMU_B	tRNA links to Rfam database...	0.70	0.59	0.84	16	2984	5	0	3	2	11
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...	0.59	0.48	0.74	20	3889	7	1	6	0	22
4A1C_2	5_8S_rRNA links to Rfam database...	0.18	0.15	0.21	5	11757	28	0	19	9	28
4A1C_3	5S_rRNA links to Rfam database...	0.69	0.57	0.84	31	7103	6	0	6	0	23
4AOB_A	SAM links to Rfam database...	0.56	0.40	0.77	17	4349	6	1	4	1	25
4ENB_A	crcB links to Rfam database...	0.69	0.47	1.00	9	1266	0	0	0	0	10
4ENC_A	crcB links to Rfam database...	0.65	0.47	0.90	9	1316	1	1	0	0	10

Total Scores
MCC	0.267
Average MCC ± 95% Confidence Intervals	0.207 ± 0.214
Sensitivity	0.111
Positive Predictive Value	0.652
Nr of predictions	8

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
3AMU_B	tRNA links to Rfam database...	0.00	0.00	0.00	0	3001	2	0	2	0	27
3RKF_A	Purine links to Rfam database...	0.71	0.53	0.95	18	2192	1	0	1	0	16
3SD1_A	THF links to Rfam database...	0.00	0.00	0.00	0	3916	0	0	0	0	42
4A1C_2	5_8S_rRNA links to Rfam database...	0.00	0.00	0.00	0	11777	5	1	3	1	33
4A1C_3	5S_rRNA links to Rfam database...	0.00	0.00	0.00	0	7136	4	1	3	0	54
4AOB_A	SAM links to Rfam database...	0.35	0.14	0.86	6	4364	1	0	1	0	36
4ENB_A	crcB links to Rfam database...	0.30	0.16	0.60	3	1270	2	0	2	0	16
4ENC_A	crcB links to Rfam database...	0.30	0.16	0.60	3	1321	2	0	2	0	16

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