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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Mastr(20) Afold
MCC 0.574 > 0.569
Average MCC ± 95% Confidence Intervals 0.572 ± 1.245 > 0.564 ± 1.229
Sensitivity 0.500 = 0.500
Positive Predictive Value 0.667 > 0.655
Total TP 38 = 38
Total TN 8027 > 8026
Total FP 20 < 21
Total FP CONTRA 3 < 5
Total FP INCONS 16 > 15
Total FP COMP 1 = 1
Total FN 38 = 38
P-value 0.0

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Performance plots


  1. Comparison of performance of Mastr(20) and Afold. 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 Mastr(20) and Afold).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Mastr(20) and Afold. 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 Mastr(20) and Afold).

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

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

Total Base Pair Counts
Total TP 38
Total TN 8027
Total FP 20
Total FP CONTRA 3
Total FP INCONS 16
Total FP COMP 1
Total FN 38
Total Scores
MCC 0.574
Average MCC ± 95% Confidence Intervals 0.572 ± 1.245
Sensitivity 0.500
Positive Predictive Value 0.667
Nr of predictions 3

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00571 -0.01 0.00 0.00 0 3302 20 3 16 1 25
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00829 0.84 0.71 1.00 17 2261 0 0 0 0 7

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Performance of Afold - scored lower in this pairwise comparison

1. Total counts & total scores for Afold

Total Base Pair Counts
Total TP 38
Total TN 8026
Total FP 21
Total FP CONTRA 5
Total FP INCONS 15
Total FP COMP 1
Total FN 38
Total Scores
MCC 0.569
Average MCC ± 95% Confidence Intervals 0.564 ± 1.229
Sensitivity 0.500
Positive Predictive Value 0.655
Nr of predictions 3

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00571 -0.01 0.00 0.00 0 3302 20 5 14 1 25
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00829 0.82 0.71 0.94 17 2260 1 0 1 0 7

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