CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	TurboFold(20)		RNAshapes
MCC	0.733	>	0.705
Average MCC ± 95% Confidence Intervals	0.735 ± 0.163	>	0.707 ± 0.206
Sensitivity	0.694	<	0.699
Positive Predictive Value	0.781	>	0.720
Total TP	143	<	144
Total TN	13414	>	13397
Total FP	56	<	81
Total FP CONTRA	11	<	19
Total FP INCONS	29	<	37
Total FP COMP	16	<	25
Total FN	63	>	62
P-value	0.0

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

Total Scores
MCC	0.733
Average MCC ± 95% Confidence Intervals	0.735 ± 0.163
Sensitivity	0.694
Positive Predictive Value	0.781
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...	0.81	0.79	0.83	15	1139	6	0	3	3	4
3RKF_A	Purine links to Rfam database...	0.91	0.83	1.00	20	846	0	0	0	0	4
3SD1_A	THF links to Rfam database...	0.71	0.69	0.74	20	1506	7	2	5	0	9
4A1C_2	5_8S_rRNA links to Rfam database...	0.22	0.25	0.21	5	4492	28	6	13	9	15
4A1C_3	5S_rRNA links to Rfam database...	0.86	0.84	0.89	31	2728	6	0	4	2	6
4AOB_A	SAM links to Rfam database...	0.67	0.59	0.77	17	1415	6	2	3	1	12
4ENB_A	crcB links to Rfam database...	0.77	0.60	1.00	9	463	0	0	0	0	6
4ENC_A	crcB links to Rfam database...	0.73	0.60	0.90	9	486	1	1	0	0	6

Total Scores
MCC	0.705
Average MCC ± 95% Confidence Intervals	0.707 ± 0.206
Sensitivity	0.699
Positive Predictive Value	0.720
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...	1.00	1.00	1.00	18	339	1	0	0	1	0
3AMU_B	tRNA links to Rfam database...	0.81	0.79	0.83	15	1139	6	0	3	3	4
3RKF_A	Purine links to Rfam database...	0.91	0.83	1.00	20	846	0	0	0	0	4
3SD1_A	THF links to Rfam database...	0.77	0.76	0.79	22	1505	6	4	2	0	7
4A1C_2	5_8S_rRNA links to Rfam database...	0.19	0.25	0.16	5	4484	41	11	16	14	15
4A1C_3	5S_rRNA links to Rfam database...	0.86	0.84	0.89	31	2728	7	0	4	3	6
4AOB_A	SAM links to Rfam database...	0.60	0.59	0.63	17	1410	11	4	6	1	12
4ENB_A	crcB links to Rfam database...	0.85	0.73	1.00	11	461	2	0	0	2	4
4ENC_A	crcB links to Rfam database...	0.37	0.33	0.45	5	485	7	0	6	1	10

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