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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 CentroidHomfold‑LAST - scored lower in this pairwise comparison

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


Overview

Metric HotKnots CentroidHomfold‑LAST
MCC 0.640 > 0.232
Average MCC ± 95% Confidence Intervals 0.640 ± > 0.232 ±
Sensitivity 0.615 > 0.154
Positive Predictive Value 0.667 > 0.353
Total TP 24 > 6
Total TN 21909 < 21928
Total FP 25 > 16
Total FP CONTRA 3 > 1
Total FP INCONS 9 < 10
Total FP COMP 13 > 5
Total FN 15 < 33
P-value 0.0

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Performance plots


  1. Comparison of performance of HotKnots and CentroidHomfold-LAST. 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 CentroidHomfold‑LAST).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for HotKnots and CentroidHomfold-LAST. 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 CentroidHomfold‑LAST).

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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 CentroidHomfold‑LAST - scored lower in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 6
Total TN 21928
Total FP 16
Total FP CONTRA 1
Total FP INCONS 10
Total FP COMP 5
Total FN 33
Total Scores
MCC 0.232
Average MCC ± 95% Confidence Intervals 0.232 ±
Sensitivity 0.154
Positive Predictive Value 0.353
Nr of predictions 1

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
RFA_00620 0.23 0.15 0.35 6 21928 16 1 10 5 33

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