CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Multilign(seed) - scored higher in this pairwise comparison

  4. Performance of Carnac(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for Multilign(seed) & Carnac(seed) [.zip] - may take several seconds...


Overview

Metric Multilign(seed) Carnac(seed)
MCC 0.649 > 0.323
Average MCC ± 95% Confidence Intervals 0.617 ± 0.295 > 0.183 ± 0.308
Sensitivity 0.591 > 0.106
Positive Predictive Value 0.724 < 1.000
Total TP 123 > 22
Total TN 13762 < 13910
Total FP 50 > 1
Total FP CONTRA 12 > 0
Total FP INCONS 35 > 0
Total FP COMP 3 > 1
Total FN 85 < 186
P-value 0.0

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Performance plots


  1. Comparison of performance of Multilign(seed) and Carnac(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 Multilign(seed) and Carnac(seed)).

  2. Comparison of performance of Multilign(seed) and Carnac(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 Multilign(seed) and Carnac(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(seed) and Carnac(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 Multilign(seed) and Carnac(seed)).

  4. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(seed) and Carnac(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 Multilign(seed) and Carnac(seed)).

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Performance of Multilign(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for Multilign(seed)

Total Base Pair Counts
Total TP 123
Total TN 13762
Total FP 50
Total FP CONTRA 12
Total FP INCONS 35
Total FP COMP 3
Total FN 85
Total Scores
MCC 0.649
Average MCC ± 95% Confidence Intervals 0.617 ± 0.295
Sensitivity 0.591
Positive Predictive Value 0.724
Nr of predictions 8

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2. Individual counts for Multilign(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.97 0.94 1.00 17 340 0 0 0 0 1
2LC8_A -0.03 0.00 0.00 0 516 12 2 10 0 18
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.66 0.66 0.68 19 1505 9 4 5 0 10
3W3S_B 0.92 0.88 0.97 29 1959 2 0 1 1 4
3ZEX_C 0.50 0.45 0.57 13 5351 11 3 7 1 16
4AOB_A 0.73 0.66 0.83 19 1414 5 1 3 1 10
4FRN_A 0.27 0.21 0.35 6 1831 11 2 9 0 22

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Performance of Carnac(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for Carnac(seed)

Total Base Pair Counts
Total TP 22
Total TN 13910
Total FP 1
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 1
Total FN 186
Total Scores
MCC 0.323
Average MCC ± 95% Confidence Intervals 0.183 ± 0.308
Sensitivity 0.106
Positive Predictive Value 1.000
Nr of predictions 8

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2. Individual counts for Carnac(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 1.00 1.00 1.00 18 339 1 0 0 1 0
2LC8_A 0.47 0.22 1.00 4 524 0 0 0 0 14
3RKF_A 0.00 0.00 0.00 0 866 0 0 0 0 24
3SD1_A 0.00 0.00 0.00 0 1533 0 0 0 0 29
3W3S_B 0.00 0.00 0.00 0 1989 0 0 0 0 33
3ZEX_C 0.00 0.00 0.00 0 5374 0 0 0 0 29
4AOB_A 0.00 0.00 0.00 0 1437 0 0 0 0 29
4FRN_A 0.00 0.00 0.00 0 1848 0 0 0 0 28

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