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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CentroidFold HotKnots
MCC 0.678 > 0.640
Average MCC ± 95% Confidence Intervals 0.678 ± > 0.640 ±
Sensitivity 0.564 < 0.615
Positive Predictive Value 0.815 > 0.667
Total TP 22 < 24
Total TN 21918 > 21909
Total FP 20 < 25
Total FP CONTRA 0 < 3
Total FP INCONS 5 < 9
Total FP COMP 15 > 13
Total FN 17 > 15
P-value 0.0

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Performance plots


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

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

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Performance of CentroidFold - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 22
Total TN 21918
Total FP 20
Total FP CONTRA 0
Total FP INCONS 5
Total FP COMP 15
Total FN 17
Total Scores
MCC 0.678
Average MCC ± 95% Confidence Intervals 0.678 ±
Sensitivity 0.564
Positive Predictive Value 0.815
Nr of predictions 1

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
RFA_00620 0.68 0.56 0.81 22 21918 20 0 5 15 17

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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.