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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for PETfold_pre2.0(seed) & Afold [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Afold
MCC 0.627 > 0.469
Average MCC ± 95% Confidence Intervals 0.605 ± 0.470 > 0.547 ± 0.800
Sensitivity 0.547 > 0.509
Positive Predictive Value 0.725 > 0.443
Total TP 29 > 27
Total TN 5476 > 5455
Total FP 22 < 52
Total FP CONTRA 2 < 11
Total FP INCONS 9 < 23
Total FP COMP 11 < 18
Total FN 24 < 26
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) 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 PETfold_pre2.0(seed) and Afold).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) 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 PETfold_pre2.0(seed) and Afold).

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(seed)

Total Base Pair Counts
Total TP 29
Total TN 5476
Total FP 22
Total FP CONTRA 2
Total FP INCONS 9
Total FP COMP 11
Total FN 24
Total Scores
MCC 0.627
Average MCC ± 95% Confidence Intervals 0.605 ± 0.470
Sensitivity 0.547
Positive Predictive Value 0.725
Nr of predictions 3

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2. Individual counts for PETfold_pre2.0(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.41 0.33 0.55 6 517 5 0 5 0 12
4A1C_2 0.79 0.75 0.83 15 4498 12 1 2 9 5
4ENB_A 0.61 0.53 0.73 8 461 5 1 2 2 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 27
Total TN 5455
Total FP 52
Total FP CONTRA 11
Total FP INCONS 23
Total FP COMP 18
Total FN 26
Total Scores
MCC 0.469
Average MCC ± 95% Confidence Intervals 0.547 ± 0.800
Sensitivity 0.509
Positive Predictive Value 0.443
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
2LC8_A 0.64 0.61 0.69 11 512 6 0 5 1 7
4A1C_2 0.19 0.25 0.15 5 4483 43 11 17 15 15
4ENB_A 0.81 0.73 0.92 11 460 3 0 1 2 4

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