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Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for Multilign(seed) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric Multilign(seed) Vsfold5
MCC 0.628 > 0.447
Average MCC ± 95% Confidence Intervals 0.567 ± 0.311 > 0.406 ± 0.345
Sensitivity 0.575 > 0.450
Positive Predictive Value 0.697 > 0.462
Total TP 115 > 90
Total TN 11860 > 11830
Total FP 52 < 116
Total FP CONTRA 17 < 27
Total FP INCONS 33 < 78
Total FP COMP 2 < 11
Total FN 85 < 110
P-value 0.0

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Performance plots


  1. Comparison of performance of Multilign(seed) and Vsfold5. 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 Multilign(seed) and Vsfold5).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(seed) and Vsfold5. 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 Multilign(seed) and Vsfold5).

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

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

Total Base Pair Counts
Total TP 115
Total TN 11860
Total FP 52
Total FP CONTRA 17
Total FP INCONS 33
Total FP COMP 2
Total FN 85
Total Scores
MCC 0.628
Average MCC ± 95% Confidence Intervals 0.567 ± 0.311
Sensitivity 0.575
Positive Predictive Value 0.697
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
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.66 0.66 0.68 19 1505 9 4 5 0 10
3W3S_B 0.92 0.88 0.97 29 1959 2 0 1 1 4
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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Performance of Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 90
Total TN 11830
Total FP 116
Total FP CONTRA 27
Total FP INCONS 78
Total FP COMP 11
Total FN 110
Total Scores
MCC 0.447
Average MCC ± 95% Confidence Intervals 0.406 ± 0.345
Sensitivity 0.450
Positive Predictive Value 0.462
Nr of predictions 8

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2. Individual counts for Vsfold5 [ 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 0 515 13 0 13 0 18
3J3E_8 0.10 0.13 0.08 2 2718 31 10 12 9 13
3RKF_A 0.90 0.92 0.88 22 841 3 3 0 0 2
3SD1_A 0.13 0.14 0.15 4 1507 22 5 17 0 25
3W3S_B 0.83 0.85 0.82 28 1955 7 2 4 1 5
4AOB_A 0.21 0.21 0.25 6 1413 19 2 16 1 23
4FRN_A 0.15 0.14 0.17 4 1825 19 3 16 0 24
4JF2_A 0.96 1.00 0.92 24 1056 2 2 0 0 0

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