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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of McQFold - scored higher in this pairwise comparison

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

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


Overview

Metric McQFold TurboFold(seed)
MCC 0.679 > 0.560
Average MCC ± 95% Confidence Intervals 0.719 ± 0.272 > 0.565 ± 0.318
Sensitivity 0.693 > 0.533
Positive Predictive Value 0.675 > 0.602
Total TP 104 > 80
Total TN 9694 < 9715
Total FP 57 < 66
Total FP CONTRA 17 = 17
Total FP INCONS 33 < 36
Total FP COMP 7 < 13
Total FN 46 < 70
P-value 0.0

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Performance plots


  1. Comparison of performance of McQFold and TurboFold(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 McQFold and TurboFold(seed)).

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

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Performance of McQFold - scored higher in this pairwise comparison

1. Total counts & total scores for McQFold

Total Base Pair Counts
Total TP 104
Total TN 9694
Total FP 57
Total FP CONTRA 17
Total FP INCONS 33
Total FP COMP 7
Total FN 46
Total Scores
MCC 0.679
Average MCC ± 95% Confidence Intervals 0.719 ± 0.272
Sensitivity 0.693
Positive Predictive Value 0.675
Nr of predictions 7

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2. Individual counts for McQFold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.64 0.61 0.69 11 512 5 1 4 0 7
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.82 0.83 0.83 24 1504 5 1 4 0 5
4A1C_2 0.19 0.25 0.16 5 4484 33 11 16 6 15
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENB_A 1.00 1.00 1.00 15 457 0 0 0 0 0
4ENC_A 0.97 1.00 0.94 15 480 1 1 0 0 0

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

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

Total Base Pair Counts
Total TP 80
Total TN 9715
Total FP 66
Total FP CONTRA 17
Total FP INCONS 36
Total FP COMP 13
Total FN 70
Total Scores
MCC 0.560
Average MCC ± 95% Confidence Intervals 0.565 ± 0.318
Sensitivity 0.533
Positive Predictive Value 0.602
Nr of predictions 7

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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
2LC8_A -0.03 0.00 0.00 0 513 15 3 12 0 18
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
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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.