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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Murlet(seed) - scored higher in this pairwise comparison

  4. Performance of CMfinder(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for Murlet(seed) & CMfinder(20) [.zip] - may take several seconds...


Overview

Metric Murlet(seed) CMfinder(20)
MCC 0.588 > 0.524
Average MCC ± 95% Confidence Intervals 0.588 ± > 0.524 ±
Sensitivity 0.347 < 0.376
Positive Predictive Value 1.000 > 0.731
Total TP 35 < 38
Total TN 46021 > 46004
Total FP 1 < 14
Total FP CONTRA 0 = 0
Total FP INCONS 0 < 14
Total FP COMP 1 > 0
Total FN 66 > 63
P-value 0.0

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Performance plots


  1. Comparison of performance of Murlet(seed) and CMfinder(20). 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 Murlet(seed) and CMfinder(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Murlet(seed) and CMfinder(20). 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 Murlet(seed) and CMfinder(20)).

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

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

Total Base Pair Counts
Total TP 35
Total TN 46021
Total FP 1
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 1
Total FN 66
Total Scores
MCC 0.588
Average MCC ± 95% Confidence Intervals 0.588 ±
Sensitivity 0.347
Positive Predictive Value 1.000
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
SRP_00182 0.59 0.35 1.00 35 46021 1 0 0 1 66

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Performance of CMfinder(20) - scored lower in this pairwise comparison

1. Total counts & total scores for CMfinder(20)

Total Base Pair Counts
Total TP 38
Total TN 46004
Total FP 14
Total FP CONTRA 0
Total FP INCONS 14
Total FP COMP 0
Total FN 63
Total Scores
MCC 0.524
Average MCC ± 95% Confidence Intervals 0.524 ±
Sensitivity 0.376
Positive Predictive Value 0.731
Nr of predictions 1

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2. Individual counts for CMfinder(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
SRP_00182 0.52 0.38 0.73 38 46004 14 0 14 0 63

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