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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric HotKnots RNAwolf
MCC 0.640 > 0.209
Average MCC ± 95% Confidence Intervals 0.640 ± > 0.209 ±
Sensitivity 0.615 > 0.231
Positive Predictive Value 0.667 > 0.191
Total TP 24 > 9
Total TN 21909 > 21898
Total FP 25 < 49
Total FP CONTRA 3 < 10
Total FP INCONS 9 < 28
Total FP COMP 13 > 11
Total FN 15 < 30
P-value 0.0

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Performance plots


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

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

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Performance of HotKnots - scored higher in this pairwise comparison

1. Total counts & total scores for HotKnots

Total Base Pair Counts
Total TP 24
Total TN 21909
Total FP 25
Total FP CONTRA 3
Total FP INCONS 9
Total FP COMP 13
Total FN 15
Total Scores
MCC 0.640
Average MCC ± 95% Confidence Intervals 0.640 ±
Sensitivity 0.615
Positive Predictive Value 0.667
Nr of predictions 1

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
RFA_00620 0.64 0.62 0.67 24 21909 25 3 9 13 15

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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 9
Total TN 21898
Total FP 49
Total FP CONTRA 10
Total FP INCONS 28
Total FP COMP 11
Total FN 30
Total Scores
MCC 0.209
Average MCC ± 95% Confidence Intervals 0.209 ±
Sensitivity 0.231
Positive Predictive Value 0.191
Nr of predictions 1

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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
RFA_00620 0.21 0.23 0.19 9 21898 49 10 28 11 30

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