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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 0.743 > 0.584
Average MCC ± 95% Confidence Intervals 0.754 ± 0.236 > 0.597 ± 0.298
Sensitivity 0.592 > 0.495
Positive Predictive Value 0.938 > 0.699
Total TP 61 > 51
Total TN 9065 > 9057
Total FP 5 < 24
Total FP CONTRA 0 < 2
Total FP INCONS 4 < 20
Total FP COMP 1 < 2
Total FN 42 < 52
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 61
Total TN 9065
Total FP 5
Total FP CONTRA 0
Total FP INCONS 4
Total FP COMP 1
Total FN 42
Total Scores
MCC 0.743
Average MCC ± 95% Confidence Intervals 0.754 ± 0.236
Sensitivity 0.592
Positive Predictive Value 0.938
Nr of predictions 3

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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
3AMU_B 0.86 0.74 1.00 20 2983 1 0 0 1 7
3RKF_A 0.73 0.56 0.95 19 2191 1 0 1 0 15
3SD1_A 0.68 0.52 0.88 22 3891 3 0 3 0 20

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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 51
Total TN 9057
Total FP 24
Total FP CONTRA 2
Total FP INCONS 20
Total FP COMP 2
Total FN 52
Total Scores
MCC 0.584
Average MCC ± 95% Confidence Intervals 0.597 ± 0.298
Sensitivity 0.495
Positive Predictive Value 0.699
Nr of predictions 3

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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
3AMU_B 0.64 0.59 0.70 16 2980 9 0 7 2 11
3RKF_A 0.69 0.56 0.86 19 2189 3 1 2 0 15
3SD1_A 0.46 0.38 0.57 16 3888 12 1 11 0 26

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