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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PPfold(20) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for PPfold(20) & Alterna [.zip] - may take several seconds...


Overview

Metric PPfold(20) Alterna
MCC 0.836 > 0.673
Average MCC ± 95% Confidence Intervals 0.839 ± 0.318 > 0.688 ± 1.709
Sensitivity 0.774 > 0.660
Positive Predictive Value 0.911 > 0.700
Total TP 41 > 35
Total TN 2354 > 2349
Total FP 4 < 15
Total FP CONTRA 2 < 5
Total FP INCONS 2 < 10
Total FP COMP 0 = 0
Total FN 12 < 18
P-value 0.0

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Performance plots


  1. Comparison of performance of PPfold(20) and Alterna. 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 PPfold(20) and Alterna).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PPfold(20) and Alterna. 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 PPfold(20) and Alterna).

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Performance of PPfold(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 41
Total TN 2354
Total FP 4
Total FP CONTRA 2
Total FP INCONS 2
Total FP COMP 0
Total FN 12
Total Scores
MCC 0.836
Average MCC ± 95% Confidence Intervals 0.839 ± 0.318
Sensitivity 0.774
Positive Predictive Value 0.911
Nr of predictions 2

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.86 0.79 0.95 19 846 1 0 1 0 5
3SD1_A 0.81 0.76 0.88 22 1508 3 2 1 0 7

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Performance of Alterna - scored lower in this pairwise comparison

1. Total counts & total scores for Alterna

Total Base Pair Counts
Total TP 35
Total TN 2349
Total FP 15
Total FP CONTRA 5
Total FP INCONS 10
Total FP COMP 0
Total FN 18
Total Scores
MCC 0.673
Average MCC ± 95% Confidence Intervals 0.688 ± 1.709
Sensitivity 0.660
Positive Predictive Value 0.700
Nr of predictions 2

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.82 0.79 0.86 19 844 3 1 2 0 5
3SD1_A 0.55 0.55 0.57 16 1505 12 4 8 0 13

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