CompaRNA - on-line benchmarks of RNA structure prediction methods

CompaRNA - on-line benchmarks of RNA structure prediction methods

Laboratory of Structural Bioinformatics @ Adam Mickiewicz University in Poznan

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Table of contents:

Overview

Performance Plots

Performance of PPfold(20) - scored higher in this pairwise comparison

Total counts & total scores
Individual counts

Performance of TurboFold(20) - scored lower in this pairwise comparison

Total counts & total scores
Individual counts

Compile and download dataset for PPfold(20) & TurboFold(20) [.zip] - may take several seconds...

Overview

Metric	PPfold(20)		TurboFold(20)
MCC	0.663	>	0.620
Average MCC ± 95% Confidence Intervals	0.639 ± 0.144	>	0.638 ± 0.156
Sensitivity	0.514	>	0.500
Positive Predictive Value	0.861	>	0.775
Total TP	149	>	145
Total TN	35840	>	35826
Total FP	30	<	54
Total FP CONTRA	0	<	3
Total FP INCONS	24	<	39
Total FP COMP	6	<	12
Total FN	141	<	145
P-value	0.0

Performance plots

Performance of PPfold(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PPfold(20)

Total Base Pair Counts
Total TP	149
Total TN	35840
Total FP	30
Total FP CONTRA	0
Total FP INCONS	24
Total FP COMP	6
Total FN	141

Total Scores
MCC	0.663
Average MCC ± 95% Confidence Intervals	0.639 ± 0.144
Sensitivity	0.514
Positive Predictive Value	0.861
Nr of predictions	9

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

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...	0.63	0.45	0.90	9	980	1	0	1	0	11
3AMU_B	tRNA links to Rfam database...	0.86	0.74	1.00	20	2983	1	0	0	1	7
3RKF_A	Purine links to Rfam database...	0.73	0.56	0.95	19	2191	1	0	1	0	15
3SD1_A	THF links to Rfam database...	0.68	0.52	0.88	22	3891	3	0	3	0	20
4A1C_2	5_8S_rRNA links to Rfam database...	0.21	0.15	0.29	5	11764	16	0	12	4	28
4A1C_3	5S_rRNA links to Rfam database...	0.77	0.63	0.94	34	7104	2	0	2	0	20
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...	0.56	0.37	0.88	7	1267	1	0	1	0	12
4ENC_A	crcB links to Rfam database...	0.58	0.42	0.80	8	1316	2	0	2	0	11

Performance of TurboFold(20) - scored lower in this pairwise comparison

1. Total counts & total scores for TurboFold(20)

Total Base Pair Counts
Total TP	145
Total TN	35826
Total FP	54
Total FP CONTRA	3
Total FP INCONS	39
Total FP COMP	12
Total FN	145

Total Scores
MCC	0.620
Average MCC ± 95% Confidence Intervals	0.638 ± 0.156
Sensitivity	0.500
Positive Predictive Value	0.775
Nr of predictions	9

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

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...	0.92	0.90	0.95	18	971	1	0	1	0	2
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

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