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

  1. Overview

  2. Performance Plots

  3. Performance of Murlet(seed) - scored higher in this pairwise comparison

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

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


Overview

Metric Murlet(seed) RNAwolf
MCC 0.531 > 0.451
Average MCC ± 95% Confidence Intervals 0.528 ± 0.229 > 0.450 ± 0.230
Sensitivity 0.373 < 0.447
Positive Predictive Value 0.767 > 0.472
Total TP 56 < 67
Total TN 9775 > 9706
Total FP 18 < 89
Total FP CONTRA 1 < 17
Total FP INCONS 16 < 58
Total FP COMP 1 < 14
Total FN 94 > 83
P-value 0.0

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 56
Total TN 9775
Total FP 18
Total FP CONTRA 1
Total FP INCONS 16
Total FP COMP 1
Total FN 94
Total Scores
MCC 0.531
Average MCC ± 95% Confidence Intervals 0.528 ± 0.229
Sensitivity 0.373
Positive Predictive Value 0.767
Nr of predictions 7

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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
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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Performance of RNAwolf - scored lower in this pairwise comparison

1. Total counts & total scores for RNAwolf

Total Base Pair Counts
Total TP 67
Total TN 9706
Total FP 89
Total FP CONTRA 17
Total FP INCONS 58
Total FP COMP 14
Total FN 83
Total Scores
MCC 0.451
Average MCC ± 95% Confidence Intervals 0.450 ± 0.230
Sensitivity 0.447
Positive Predictive Value 0.472
Nr of predictions 7

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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
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.