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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 RSpredict(seed) - scored lower in this pairwise comparison

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


Overview

Metric Murlet(seed) RSpredict(seed)
MCC 0.642 > 0.525
Average MCC ± 95% Confidence Intervals 0.642 ± > 0.525 ±
Sensitivity 0.606 > 0.408
Positive Predictive Value 0.681 > 0.676
Total TP 263 > 177
Total TN 977515 < 977639
Total FP 145 > 95
Total FP CONTRA 6 < 12
Total FP INCONS 117 > 73
Total FP COMP 22 > 10
Total FN 171 < 257
P-value 0.0

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 177
Total TN 977639
Total FP 95
Total FP CONTRA 12
Total FP INCONS 73
Total FP COMP 10
Total FN 257
Total Scores
MCC 0.525
Average MCC ± 95% Confidence Intervals 0.525 ±
Sensitivity 0.408
Positive Predictive Value 0.676
Nr of predictions 1

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2. Individual counts for RSpredict(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01343 0.52 0.41 0.68 177 977639 95 12 73 10 257

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