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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of TurboFold(seed) - scored higher in this pairwise comparison

  4. Performance of Multilign(20) - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(seed) Multilign(20)
MCC 0.712 > 0.680
Average MCC ± 95% Confidence Intervals 0.723 ± 0.195 > 0.672 ± 0.228
Sensitivity 0.684 > 0.674
Positive Predictive Value 0.749 > 0.696
Total TP 128 > 126
Total TN 12269 > 12259
Total FP 59 < 67
Total FP CONTRA 14 < 17
Total FP INCONS 29 < 38
Total FP COMP 16 > 12
Total FN 59 < 61
P-value 0.0

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Performance plots


  1. Comparison of performance of TurboFold(seed) and Multilign(20). 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 TurboFold(seed) and Multilign(20)).

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

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Performance of TurboFold(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for TurboFold(seed)

Total Base Pair Counts
Total TP 128
Total TN 12269
Total FP 59
Total FP CONTRA 14
Total FP INCONS 29
Total FP COMP 16
Total FN 59
Total Scores
MCC 0.712
Average MCC ± 95% Confidence Intervals 0.723 ± 0.195
Sensitivity 0.684
Positive Predictive Value 0.749
Nr of predictions 8

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2. Individual counts for TurboFold(seed) [ 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
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.71 0.69 0.74 20 1506 7 2 5 0 9
4A1C_2 0.20 0.25 0.17 5 4486 37 9 16 12 15
4A1C_3 0.86 0.84 0.89 31 2728 6 0 4 2 6
4AOB_A 0.67 0.59 0.77 17 1415 6 2 3 1 12
4ENB_A 0.77 0.60 1.00 9 463 0 0 0 0 6
4ENC_A 0.73 0.60 0.90 9 486 1 1 0 0 6

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

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

Total Base Pair Counts
Total TP 126
Total TN 12259
Total FP 67
Total FP CONTRA 17
Total FP INCONS 38
Total FP COMP 12
Total FN 61
Total Scores
MCC 0.680
Average MCC ± 95% Confidence Intervals 0.672 ± 0.228
Sensitivity 0.674
Positive Predictive Value 0.696
Nr of predictions 8

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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
2L94_A 1.00 1.00 1.00 18 339 1 0 0 1 0
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
4A1C_3 0.88 0.86 0.89 32 2727 6 0 4 2 5
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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.