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Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of Murlet(seed) - scored lower in this pairwise comparison

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


Overview

Metric ContextFold Murlet(seed)
MCC 0.818 > 0.642
Average MCC ± 95% Confidence Intervals 0.818 ± > 0.642 ±
Sensitivity 0.756 > 0.606
Positive Predictive Value 0.886 > 0.681
Total TP 328 > 263
Total TN 977531 > 977515
Total FP 59 < 145
Total FP CONTRA 6 = 6
Total FP INCONS 36 < 117
Total FP COMP 17 < 22
Total FN 106 < 171
P-value 0.0

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Performance plots


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

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

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Performance of ContextFold - scored higher in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 328
Total TN 977531
Total FP 59
Total FP CONTRA 6
Total FP INCONS 36
Total FP COMP 17
Total FN 106
Total Scores
MCC 0.818
Average MCC ± 95% Confidence Intervals 0.818 ±
Sensitivity 0.756
Positive Predictive Value 0.886
Nr of predictions 1

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01343 0.82 0.76 0.89 328 977531 59 6 36 17 106

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

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

Total Base Pair Counts
Total TP 263
Total TN 977515
Total FP 145
Total FP CONTRA 6
Total FP INCONS 117
Total FP COMP 22
Total FN 171
Total Scores
MCC 0.642
Average MCC ± 95% Confidence Intervals 0.642 ±
Sensitivity 0.606
Positive Predictive Value 0.681
Nr of predictions 1

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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
CRW_01343 0.64 0.61 0.68 263 977515 145 6 117 22 171

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