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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 0.549 > 0.534
Average MCC ± 95% Confidence Intervals 0.512 ± 0.282 > 0.487 ± 0.272
Sensitivity 0.435 > 0.414
Positive Predictive Value 0.699 > 0.697
Total TP 121 > 115
Total TN 32122 < 32130
Total FP 58 > 52
Total FP CONTRA 4 < 8
Total FP INCONS 48 > 42
Total FP COMP 6 > 2
Total FN 157 < 163
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 121
Total TN 32122
Total FP 58
Total FP CONTRA 4
Total FP INCONS 48
Total FP COMP 6
Total FN 157
Total Scores
MCC 0.549
Average MCC ± 95% Confidence Intervals 0.512 ± 0.282
Sensitivity 0.435
Positive Predictive Value 0.699
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 -0.01 0.00 0.00 0 1529 11 0 11 0 20
3J3E_8 0.05 0.03 0.08 1 7490 16 1 11 4 32
3RKF_A 0.72 0.53 1.00 18 2193 0 0 0 0 16
3SD1_A 0.64 0.45 0.90 19 3895 2 0 2 0 23
3W3S_B 0.85 0.73 1.00 29 4724 1 0 0 1 11
4AOB_A 0.71 0.50 1.00 21 4350 1 0 0 1 21
4FRN_A 0.36 0.39 0.34 14 5110 27 3 24 0 22
4JF2_A 0.78 0.61 1.00 19 2831 0 0 0 0 12

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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 32130
Total FP 52
Total FP CONTRA 8
Total FP INCONS 42
Total FP COMP 2
Total FN 163
Total Scores
MCC 0.534
Average MCC ± 95% Confidence Intervals 0.487 ± 0.272
Sensitivity 0.414
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 -0.01 0.00 0.00 0 1528 12 1 11 0 20
3J3E_8 0.13 0.09 0.19 3 7487 13 5 8 0 30
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
3W3S_B 0.84 0.73 0.97 29 4723 2 0 1 1 11
4AOB_A 0.61 0.45 0.83 19 4348 5 0 4 1 23
4FRN_A 0.24 0.17 0.35 6 5134 11 1 10 0 30
4JF2_A 0.78 0.61 1.00 19 2831 0 0 0 0 12

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