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

  1. Overview

  2. Performance Plots

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

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

  5. Compile and download dataset for RNAsubopt & RNAwolf [.zip] - may take several seconds...


Overview

Metric RNAsubopt RNAwolf
MCC 0.513 > 0.436
Average MCC ± 95% Confidence Intervals 0.496 ± 0.241 > 0.421 ± 0.185
Sensitivity 0.525 > 0.437
Positive Predictive Value 0.516 > 0.452
Total TP 96 > 80
Total TN 11349 < 11358
Total FP 107 < 114
Total FP CONTRA 30 > 22
Total FP INCONS 60 < 75
Total FP COMP 17 = 17
Total FN 87 < 103
P-value 0.0

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Performance plots


  1. Comparison of performance of RNAsubopt 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 RNAsubopt and RNAwolf).

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

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Performance of RNAsubopt - scored higher in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 96
Total TN 11349
Total FP 107
Total FP CONTRA 30
Total FP INCONS 60
Total FP COMP 17
Total FN 87
Total Scores
MCC 0.513
Average MCC ± 95% Confidence Intervals 0.496 ± 0.241
Sensitivity 0.525
Positive Predictive Value 0.516
Nr of predictions 9

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2. Individual counts for RNAsubopt [ 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
3J0L_a - 0.35 0.36 0.36 4 400 8 3 4 1 7
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.73 0.72 0.75 21 1505 7 4 3 0 8
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.18 0.25 0.14 5 4481 43 13 17 13 15
4AOB_A 0.62 0.62 0.64 18 1409 11 4 6 1 11
4ENB_A 0.85 0.73 1.00 11 461 2 0 0 2 4
4ENC_A 0.36 0.33 0.42 5 484 7 0 7 0 10

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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 80
Total TN 11358
Total FP 114
Total FP CONTRA 22
Total FP INCONS 75
Total FP COMP 17
Total FN 103
Total Scores
MCC 0.436
Average MCC ± 95% Confidence Intervals 0.421 ± 0.185
Sensitivity 0.437
Positive Predictive Value 0.452
Nr of predictions 9

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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
2LC8_A 0.52 0.50 0.56 9 512 7 0 7 0 9
3J0L_a - 0.14 0.18 0.14 2 397 13 4 8 1 9
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
3U4M_B - 0.50 0.50 0.52 11 1255 12 1 9 2 11
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.