CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Overview

Performance Plots

Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

Total counts & total scores
Individual counts

Performance of RNAshapes - scored lower in this pairwise comparison

Total counts & total scores
Individual counts

Compile and download dataset for PETfold_pre2.0(20) & RNAshapes [.zip] - may take several seconds...

Overview

Metric	PETfold_pre2.0(20)		RNAshapes
MCC	0.625	>	0.475
Average MCC ± 95% Confidence Intervals	0.581 ± 0.300	>	0.470 ± 0.294
Sensitivity	0.497	>	0.413
Positive Predictive Value	0.790	>	0.552
Total TP	83	>	69
Total TN	25788	>	25768
Total FP	33	<	68
Total FP CONTRA	0	<	10
Total FP INCONS	22	<	46
Total FP COMP	11	<	12
Total FN	84	<	98
P-value	0.0

Performance plots

Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

Total Base Pair Counts
Total TP	83
Total TN	25788
Total FP	33
Total FP CONTRA	0
Total FP INCONS	22
Total FP COMP	11
Total FN	84

Total Scores
MCC	0.625
Average MCC ± 95% Confidence Intervals	0.581 ± 0.300
Sensitivity	0.497
Positive Predictive Value	0.790
Nr of predictions	5

2. Individual counts for PETfold_pre2.0(20) [ download as .csv ]

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
4A1C_2	5_8S_rRNA links to Rfam database...	0.19	0.15	0.25	5	11761	25	0	15	10	28
4A1C_3	5S_rRNA links to Rfam database...	0.82	0.69	0.97	37	7102	1	0	1	0	17
4AOB_A	SAM links to Rfam database...	0.74	0.60	0.93	25	4344	3	0	2	1	17
4ENB_A	crcB links to Rfam database...	0.61	0.42	0.89	8	1266	1	0	1	0	11
4ENC_A	crcB links to Rfam database...	0.55	0.42	0.73	8	1315	3	0	3	0	11

Performance of RNAshapes - scored lower in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP	69
Total TN	25768
Total FP	68
Total FP CONTRA	10
Total FP INCONS	46
Total FP COMP	12
Total FN	98

Total Scores
MCC	0.475
Average MCC ± 95% Confidence Intervals	0.470 ± 0.294
Sensitivity	0.413
Positive Predictive Value	0.552
Nr of predictions	5

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

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
4A1C_2	5_8S_rRNA links to Rfam database...	0.14	0.15	0.14	5	11746	41	5	25	11	28
4A1C_3	5S_rRNA links to Rfam database...	0.68	0.57	0.82	31	7102	7	1	6	0	23
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...	0.70	0.58	0.85	11	1262	2	1	1	0	8
4ENC_A	crcB links to Rfam database...	0.32	0.26	0.42	5	1314	7	1	6	0	14

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