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

  1. Overview

  2. Performance Plots

  3. Performance of TurboFold(20) - scored higher in this pairwise comparison

  4. Performance of RNAwolf - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) RNAwolf
MCC 0.653 > 0.442
Average MCC ± 95% Confidence Intervals 0.668 ± 0.244 > 0.439 ± 0.284
Sensitivity 0.606 > 0.439
Positive Predictive Value 0.714 > 0.460
Total TP 80 > 58
Total TN 9208 > 9194
Total FP 42 < 82
Total FP CONTRA 11 < 17
Total FP INCONS 21 < 51
Total FP COMP 10 < 14
Total FN 52 < 74
P-value 0.0

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Performance plots


  1. Comparison of performance of TurboFold(20) and RNAwolf. 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 TurboFold(20) and RNAwolf).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(20) and RNAwolf. 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 TurboFold(20) and RNAwolf).

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

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

Total Base Pair Counts
Total TP 80
Total TN 9208
Total FP 42
Total FP CONTRA 11
Total FP INCONS 21
Total FP COMP 10
Total FN 52
Total Scores
MCC 0.653
Average MCC ± 95% Confidence Intervals 0.668 ± 0.244
Sensitivity 0.606
Positive Predictive Value 0.714
Nr of predictions 6

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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
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.71 0.69 0.74 20 1506 7 2 5 0 9
4A1C_2 0.22 0.25 0.21 5 4492 28 6 13 9 15
4AOB_A 0.67 0.59 0.77 17 1415 6 2 3 1 12
4ENB_A 0.77 0.60 1.00 9 463 0 0 0 0 6
4ENC_A 0.73 0.60 0.90 9 486 1 1 0 0 6

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Performance of RNAwolf - scored lower in this pairwise comparison

1. Total counts & total scores for RNAwolf

Total Base Pair Counts
Total TP 58
Total TN 9194
Total FP 82
Total FP CONTRA 17
Total FP INCONS 51
Total FP COMP 14
Total FN 74
Total Scores
MCC 0.442
Average MCC ± 95% Confidence Intervals 0.439 ± 0.284
Sensitivity 0.439
Positive Predictive Value 0.460
Nr of predictions 6

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.89 0.83 0.95 20 845 1 0 1 0 4
3SD1_A 0.58 0.59 0.59 17 1504 12 2 10 0 12
4A1C_2 0.12 0.15 0.10 3 4487 38 12 14 12 17
4AOB_A 0.26 0.24 0.30 7 1414 17 2 14 1 22
4ENB_A 0.45 0.40 0.55 6 461 5 1 4 0 9
4ENC_A 0.34 0.33 0.38 5 483 9 0 8 1 10

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