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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Contrafold HotKnots
MCC 0.707 > 0.640
Average MCC ± 95% Confidence Intervals 0.707 ± > 0.640 ±
Sensitivity 0.641 > 0.615
Positive Predictive Value 0.781 > 0.667
Total TP 25 > 24
Total TN 21913 > 21909
Total FP 29 > 25
Total FP CONTRA 0 < 3
Total FP INCONS 7 < 9
Total FP COMP 22 > 13
Total FN 14 < 15
P-value 0.0

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Performance plots


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

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

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Performance of Contrafold - scored higher in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP 25
Total TN 21913
Total FP 29
Total FP CONTRA 0
Total FP INCONS 7
Total FP COMP 22
Total FN 14
Total Scores
MCC 0.707
Average MCC ± 95% Confidence Intervals 0.707 ±
Sensitivity 0.641
Positive Predictive Value 0.781
Nr of predictions 1

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
RFA_00620 0.71 0.64 0.78 25 21913 29 0 7 22 14

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Performance of HotKnots - scored lower 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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.