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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidHomfold‑LAST Multilign(seed)
MCC 0.726 > 0.683
Average MCC ± 95% Confidence Intervals 0.679 ± 0.495 > 0.649 ± 0.495
Sensitivity 0.636 = 0.636
Positive Predictive Value 0.843 > 0.750
Total TP 75 = 75
Total TN 4632 > 4621
Total FP 16 < 26
Total FP CONTRA 1 < 7
Total FP INCONS 13 < 18
Total FP COMP 2 > 1
Total FN 43 = 43
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Multilign(seed)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Multilign(seed)).

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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 75
Total TN 4632
Total FP 16
Total FP CONTRA 1
Total FP INCONS 13
Total FP COMP 2
Total FN 43
Total Scores
MCC 0.726
Average MCC ± 95% Confidence Intervals 0.679 ± 0.495
Sensitivity 0.636
Positive Predictive Value 0.843
Nr of predictions 5

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.94 0.94 0.94 17 339 2 0 1 1 1
2LC8_A -0.03 0.00 0.00 0 517 11 0 11 0 18
3RKF_A 0.86 0.75 1.00 18 848 0 0 0 0 6
3SD1_A 0.77 0.66 0.90 19 1512 2 1 1 0 10
4AOB_A 0.85 0.72 1.00 21 1416 1 0 0 1 8

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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 75
Total TN 4621
Total FP 26
Total FP CONTRA 7
Total FP INCONS 18
Total FP COMP 1
Total FN 43
Total Scores
MCC 0.683
Average MCC ± 95% Confidence Intervals 0.649 ± 0.495
Sensitivity 0.636
Positive Predictive Value 0.750
Nr of predictions 5

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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
2L94_A 0.97 0.94 1.00 17 340 0 0 0 0 1
2LC8_A -0.03 0.00 0.00 0 516 12 2 10 0 18
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
4AOB_A 0.73 0.66 0.83 19 1414 5 1 3 1 10

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