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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 0.643 > 0.628
Average MCC ± 95% Confidence Intervals 0.590 ± 0.328 > 0.567 ± 0.311
Sensitivity 0.600 > 0.575
Positive Predictive Value 0.702 > 0.697
Total TP 120 > 115
Total TN 11854 < 11860
Total FP 59 > 52
Total FP CONTRA 16 < 17
Total FP INCONS 35 > 33
Total FP COMP 8 > 2
Total FN 80 < 85
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 120
Total TN 11854
Total FP 59
Total FP CONTRA 16
Total FP INCONS 35
Total FP COMP 8
Total FN 80
Total Scores
MCC 0.643
Average MCC ± 95% Confidence Intervals 0.590 ± 0.328
Sensitivity 0.600
Positive Predictive Value 0.702
Nr of predictions 8

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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
2LC8_A -0.03 0.00 0.00 0 517 11 0 11 0 18
3J3E_8 0.07 0.07 0.09 1 2731 16 4 6 6 14
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
3W3S_B 0.94 0.88 1.00 29 1960 1 0 0 1 4
4AOB_A 0.85 0.72 1.00 21 1416 1 0 0 1 8
4FRN_A 0.37 0.46 0.32 13 1807 28 11 17 0 15
4JF2_A 0.89 0.79 1.00 19 1063 0 0 0 0 5

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