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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CRWrnafold RNAwolf
MCC 0.502 > 0.372
Average MCC ± 95% Confidence Intervals 0.510 ± 0.264 > 0.363 ± 0.148
Sensitivity 0.516 > 0.377
Positive Predictive Value 0.503 > 0.385
Total TP 82 > 60
Total TN 10506 < 10513
Total FP 103 < 113
Total FP CONTRA 27 > 22
Total FP INCONS 54 < 74
Total FP COMP 22 > 17
Total FN 77 < 99
P-value 0.0

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Performance plots


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

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

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Performance of CRWrnafold - scored higher in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 82
Total TN 10506
Total FP 103
Total FP CONTRA 27
Total FP INCONS 54
Total FP COMP 22
Total FN 77
Total Scores
MCC 0.502
Average MCC ± 95% Confidence Intervals 0.510 ± 0.264
Sensitivity 0.516
Positive Predictive Value 0.503
Nr of predictions 8

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2. Individual counts for CRWrnafold [ 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 - 0.39 0.36 0.44 4 402 6 3 2 1 7
3SD1_A 0.63 0.66 0.61 19 1502 12 6 6 0 10
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.19 0.25 0.15 5 4483 44 8 20 16 15
4AOB_A 0.71 0.69 0.74 20 1410 8 4 3 1 9
4ENB_A 0.85 0.73 1.00 11 461 2 0 0 2 4
4ENC_A 0.85 0.73 1.00 11 485 2 0 0 2 4

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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 60
Total TN 10513
Total FP 113
Total FP CONTRA 22
Total FP INCONS 74
Total FP COMP 17
Total FN 99
Total Scores
MCC 0.372
Average MCC ± 95% Confidence Intervals 0.363 ± 0.148
Sensitivity 0.377
Positive Predictive Value 0.385
Nr of predictions 8

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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
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.