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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 Murlet(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(seed) & Murlet(20) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Murlet(20)
MCC 0.835 > 0.594
Average MCC ± 95% Confidence Intervals 0.773 ± 0.205 > 0.578 ± 0.303
Sensitivity 0.784 > 0.500
Positive Predictive Value 0.892 > 0.716
Total TP 91 > 58
Total TN 9582 < 9603
Total FP 28 < 31
Total FP CONTRA 3 < 5
Total FP INCONS 8 < 18
Total FP COMP 17 > 8
Total FN 25 < 58
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and Murlet(20). 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 Murlet(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Murlet(20). 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 Murlet(20)).

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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 91
Total TN 9582
Total FP 28
Total FP CONTRA 3
Total FP INCONS 8
Total FP COMP 17
Total FN 25
Total Scores
MCC 0.835
Average MCC ± 95% Confidence Intervals 0.773 ± 0.205
Sensitivity 0.784
Positive Predictive Value 0.892
Nr of predictions 5

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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
4A1C_2 0.79 0.75 0.83 15 4498 12 1 2 9 5
4A1C_3 1.00 1.00 1.00 37 2726 2 0 0 2 0
4AOB_A 0.85 0.79 0.92 23 1412 4 0 2 2 6
4ENB_A 0.61 0.53 0.73 8 461 5 1 2 2 7
4ENC_A 0.61 0.53 0.73 8 485 5 1 2 2 7

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Performance of Murlet(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 58
Total TN 9603
Total FP 31
Total FP CONTRA 5
Total FP INCONS 18
Total FP COMP 8
Total FN 58
Total Scores
MCC 0.594
Average MCC ± 95% Confidence Intervals 0.578 ± 0.303
Sensitivity 0.500
Positive Predictive Value 0.716
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_2 0.22 0.25 0.20 5 4491 24 5 15 4 15
4A1C_3 0.72 0.59 0.88 22 2738 4 0 3 1 15
4AOB_A 0.87 0.76 1.00 22 1415 3 0 0 3 7
4ENB_A 0.51 0.27 1.00 4 468 0 0 0 0 11
4ENC_A 0.57 0.33 1.00 5 491 0 0 0 0 10

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