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

  1. Overview

  2. Performance Plots

  3. Performance of Fold - scored higher in this pairwise comparison

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

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


Overview

Metric Fold Murlet(seed)
MCC 0.589 > 0.534
Average MCC ± 95% Confidence Intervals 0.516 ± 0.226 < 0.533 ± 0.146
Sensitivity 0.602 > 0.344
Positive Predictive Value 0.586 < 0.840
Total TP 156 > 89
Total TN 21464 < 21624
Total FP 150 > 21
Total FP CONTRA 32 > 1
Total FP INCONS 78 > 16
Total FP COMP 40 > 4
Total FN 103 < 170
P-value 1.60468628729e-08

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Performance plots


  1. Comparison of performance of Fold and Murlet(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 Fold and Murlet(seed)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Fold and Murlet(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 Fold and Murlet(seed)).

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Performance of Fold - scored higher in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP 156
Total TN 21464
Total FP 150
Total FP CONTRA 32
Total FP INCONS 78
Total FP COMP 40
Total FN 103
Total Scores
MCC 0.589
Average MCC ± 95% Confidence Intervals 0.516 ± 0.226
Sensitivity 0.602
Positive Predictive Value 0.586
Nr of predictions 10

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2. Individual counts for Fold [ 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 0 513 15 3 12 0 18
3NPB_A 0.77 0.73 0.82 27 2245 11 0 6 5 10
3O58_3 0.39 0.50 0.31 11 4728 41 9 16 16 11
3PDR_A 0.93 0.92 0.94 46 4791 5 1 2 2 4
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.68 0.69 0.69 20 1504 9 4 5 0 9
4A1C_2 0.19 0.25 0.15 5 4482 43 11 18 14 15
4AOB_A 0.60 0.59 0.63 17 1410 11 4 6 1 12
4ENB_A 0.37 0.33 0.45 5 461 7 0 6 1 10
4ENC_A 0.36 0.33 0.42 5 484 8 0 7 1 10

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

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

Total Base Pair Counts
Total TP 89
Total TN 21624
Total FP 21
Total FP CONTRA 1
Total FP INCONS 16
Total FP COMP 4
Total FN 170
Total Scores
MCC 0.534
Average MCC ± 95% Confidence Intervals 0.533 ± 0.146
Sensitivity 0.344
Positive Predictive Value 0.840
Nr of predictions 10

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2. Individual counts for Murlet(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 0 12 0 18
3NPB_A 0.59 0.35 1.00 13 2265 2 0 0 2 24
3O58_3 0.52 0.27 1.00 6 4758 1 0 0 1 16
3PDR_A 0.53 0.28 1.00 14 4826 0 0 0 0 36
3RKF_A 0.62 0.50 0.80 12 851 3 1 2 0 12
3SD1_A 0.56 0.38 0.85 11 1520 2 0 2 0 18
4A1C_2 0.59 0.35 1.00 7 4509 0 0 0 0 13
4AOB_A 0.69 0.48 1.00 14 1423 1 0 0 1 15
4ENB_A 0.63 0.40 1.00 6 466 0 0 0 0 9
4ENC_A 0.63 0.40 1.00 6 490 0 0 0 0 9

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