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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 Multilign(seed) - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) Multilign(seed)
MCC 0.766 > 0.628
Average MCC ± 95% Confidence Intervals 0.740 ± 0.121 > 0.554 ± 0.317
Sensitivity 0.686 > 0.575
Positive Predictive Value 0.861 > 0.696
Total TP 142 > 119
Total TN 16513 > 16507
Total FP 43 < 55
Total FP CONTRA 8 < 17
Total FP INCONS 15 < 35
Total FP COMP 20 > 3
Total FN 65 < 88
P-value 0.0

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Performance plots


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

  2. Comparison of performance of PETfold_pre2.0(seed) and Multilign(seed). 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 Multilign(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Multilign(seed). 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 Multilign(seed)).

  4. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Multilign(seed). 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 Multilign(seed)).

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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 142
Total TN 16513
Total FP 43
Total FP CONTRA 8
Total FP INCONS 15
Total FP COMP 20
Total FN 65
Total Scores
MCC 0.766
Average MCC ± 95% Confidence Intervals 0.740 ± 0.121
Sensitivity 0.686
Positive Predictive Value 0.861
Nr of predictions 8

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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
3J3E_8 0.71 0.67 0.77 10 2729 8 1 2 5 5
3W1K_J 0.85 0.81 0.89 25 1650 4 2 1 1 6
3W3S_B 0.80 0.73 0.89 24 1962 6 1 2 3 9
3ZEX_C 0.70 0.59 0.85 17 5354 12 1 2 9 12
4AOB_A 0.85 0.79 0.92 23 1412 4 0 2 2 6
4FRN_A 0.83 0.79 0.88 22 1823 3 2 1 0 6
4JF2_A 0.76 0.63 0.94 15 1066 1 1 0 0 9

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Performance of Multilign(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for Multilign(seed)

Total Base Pair Counts
Total TP 119
Total TN 16507
Total FP 55
Total FP CONTRA 17
Total FP INCONS 35
Total FP COMP 3
Total FN 88
Total Scores
MCC 0.628
Average MCC ± 95% Confidence Intervals 0.554 ± 0.317
Sensitivity 0.575
Positive Predictive Value 0.696
Nr of predictions 8

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A -0.03 0.00 0.00 0 516 12 2 10 0 18
3J3E_8 0.19 0.20 0.19 3 2726 13 8 5 0 12
3W1K_J 0.97 0.97 0.97 30 1647 1 1 0 0 1
3W3S_B 0.92 0.88 0.97 29 1959 2 0 1 1 4
3ZEX_C 0.50 0.45 0.57 13 5351 11 3 7 1 16
4AOB_A 0.73 0.66 0.83 19 1414 5 1 3 1 10
4FRN_A 0.27 0.21 0.35 6 1831 11 2 9 0 22
4JF2_A 0.89 0.79 1.00 19 1063 0 0 0 0 5

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