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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 0.538 > 0.284
Average MCC ± 95% Confidence Intervals 0.478 ± 0.538 > 0.259 ± 0.537
Sensitivity 0.420 > 0.232
Positive Predictive Value 0.699 > 0.364
Total TP 58 > 32
Total TN 11955 > 11950
Total FP 26 < 57
Total FP CONTRA 2 > 1
Total FP INCONS 23 < 55
Total FP COMP 1 = 1
Total FN 80 < 106
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 58
Total TN 11955
Total FP 26
Total FP CONTRA 2
Total FP INCONS 23
Total FP COMP 1
Total FN 80
Total Scores
MCC 0.538
Average MCC ± 95% Confidence Intervals 0.478 ± 0.538
Sensitivity 0.420
Positive Predictive Value 0.699
Nr of predictions 4

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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 -0.01 0.00 0.00 0 1528 12 1 11 0 20
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.55 0.45 0.68 19 3888 9 1 8 0 23
4AOB_A 0.61 0.45 0.83 19 4348 5 0 4 1 23

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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 32
Total TN 11950
Total FP 57
Total FP CONTRA 1
Total FP INCONS 55
Total FP COMP 1
Total FN 106
Total Scores
MCC 0.284
Average MCC ± 95% Confidence Intervals 0.259 ± 0.537
Sensitivity 0.232
Positive Predictive Value 0.364
Nr of predictions 4

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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 -0.01 0.00 0.00 0 1527 13 0 13 0 20
3RKF_A 0.75 0.65 0.88 22 2186 3 0 3 0 12
3SD1_A 0.11 0.10 0.15 4 3890 22 0 22 0 38
4AOB_A 0.18 0.14 0.25 6 4347 19 1 17 1 36

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