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 0.658 > 0.296
Average MCC ± 95% Confidence Intervals 0.601 ± 0.253 > 0.135 ± 0.216
Sensitivity 0.608 > 0.088
Positive Predictive Value 0.721 < 1.000
Total TP 158 > 23
Total TN 18858 < 19054
Total FP 64 > 0
Total FP CONTRA 21 > 0
Total FP INCONS 40 > 0
Total FP COMP 3 > 0
Total FN 102 < 237
P-value 1.52299983238e-08

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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 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 158
Total TN 18858
Total FP 64
Total FP CONTRA 21
Total FP INCONS 40
Total FP COMP 3
Total FN 102
Total Scores
MCC 0.658
Average MCC ± 95% Confidence Intervals 0.601 ± 0.253
Sensitivity 0.608
Positive Predictive Value 0.721
Nr of predictions 10

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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
2LC8_A -0.03 0.00 0.00 0 516 12 2 10 0 18
3J3E_8 0.19 0.20 0.19 3 2726 13 8 5 0 12
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
3W1K_J 0.97 0.97 0.97 30 1647 1 1 0 0 1
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
4JF2_A 0.89 0.79 1.00 19 1063 0 0 0 0 5

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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 23
Total TN 19054
Total FP 0
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 0
Total FN 237
Total Scores
MCC 0.296
Average MCC ± 95% Confidence Intervals 0.135 ± 0.216
Sensitivity 0.088
Positive Predictive Value 1.000
Nr of predictions 10

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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
2LC8_A 0.47 0.22 1.00 4 524 0 0 0 0 14
3J3E_8 0.00 0.00 0.00 0 2742 0 0 0 0 15
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
3W1K_J 0.00 0.00 0.00 0 1678 0 0 0 0 31
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
4JF2_A 0.89 0.79 1.00 19 1063 0 0 0 0 5

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