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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Multilign(20) - scored higher in this pairwise comparison

  4. Performance of Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for Multilign(20) & Vsfold4 [.zip] - may take several seconds...


Overview

Metric Multilign(20) Vsfold4
MCC 0.581 > 0.544
Average MCC ± 95% Confidence Intervals 0.583 ± 0.267 < 0.604 ± 0.295
Sensitivity 0.576 > 0.523
Positive Predictive Value 0.598 > 0.580
Total TP 76 > 69
Total TN 9193 < 9201
Total FP 60 < 63
Total FP CONTRA 17 > 12
Total FP INCONS 34 < 38
Total FP COMP 9 < 13
Total FN 56 < 63
P-value 0.0

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Performance plots


  1. Comparison of performance of Multilign(20) and Vsfold4. 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(20) and Vsfold4).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(20) and Vsfold4. 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(20) and Vsfold4).

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Performance of Multilign(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 76
Total TN 9193
Total FP 60
Total FP CONTRA 17
Total FP INCONS 34
Total FP COMP 9
Total FN 56
Total Scores
MCC 0.581
Average MCC ± 95% Confidence Intervals 0.583 ± 0.267
Sensitivity 0.576
Positive Predictive Value 0.598
Nr of predictions 6

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.91 0.88 0.95 21 844 1 0 1 0 3
3SD1_A 0.68 0.69 0.69 20 1504 9 4 5 0 9
4A1C_2 0.20 0.25 0.16 5 4485 33 9 17 7 15
4AOB_A 0.59 0.55 0.64 16 1412 10 3 6 1 13
4ENB_A 0.39 0.33 0.50 5 462 6 0 5 1 10
4ENC_A 0.73 0.60 0.90 9 486 1 1 0 0 6

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Performance of Vsfold4 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 69
Total TN 9201
Total FP 63
Total FP CONTRA 12
Total FP INCONS 38
Total FP COMP 13
Total FN 63
Total Scores
MCC 0.544
Average MCC ± 95% Confidence Intervals 0.604 ± 0.295
Sensitivity 0.523
Positive Predictive Value 0.580
Nr of predictions 6

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2. Individual counts for Vsfold4 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.23 0.24 0.24 7 1504 22 5 17 0 22
4A1C_2 0.36 0.40 0.33 8 4492 28 4 12 12 12
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENB_A 0.85 0.73 1.00 11 461 0 0 0 0 4
4ENC_A 0.77 0.60 1.00 9 487 0 0 0 0 6

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