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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of TurboFold(20) - scored higher in this pairwise comparison

  4. Performance of McQFold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) McQFold
MCC 0.594 > 0.526
Average MCC ± 95% Confidence Intervals 0.602 ± 0.154 > 0.598 ± 0.238
Sensitivity 0.470 > 0.452
Positive Predictive Value 0.756 > 0.619
Total TP 127 > 122
Total TN 34855 > 34826
Total FP 53 < 83
Total FP CONTRA 3 < 8
Total FP INCONS 38 < 67
Total FP COMP 12 > 8
Total FN 143 < 148
P-value 0.0

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Performance plots


  1. Comparison of performance of TurboFold(20) and McQFold. 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(20) and McQFold).

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

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Performance of TurboFold(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 127
Total TN 34855
Total FP 53
Total FP CONTRA 3
Total FP INCONS 38
Total FP COMP 12
Total FN 143
Total Scores
MCC 0.594
Average MCC ± 95% Confidence Intervals 0.602 ± 0.154
Sensitivity 0.470
Positive Predictive Value 0.756
Nr of predictions 8

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2. Individual counts for TurboFold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3AMU_B 0.70 0.59 0.84 16 2984 5 0 3 2 11
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.59 0.48 0.74 20 3889 7 1 6 0 22
4A1C_2 0.18 0.15 0.21 5 11757 28 0 19 9 28
4A1C_3 0.69 0.57 0.84 31 7103 6 0 6 0 23
4AOB_A 0.56 0.40 0.77 17 4349 6 1 4 1 25
4ENB_A 0.69 0.47 1.00 9 1266 0 0 0 0 10
4ENC_A 0.65 0.47 0.90 9 1316 1 1 0 0 10

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Performance of McQFold - scored lower in this pairwise comparison

1. Total counts & total scores for McQFold

Total Base Pair Counts
Total TP 122
Total TN 34826
Total FP 83
Total FP CONTRA 8
Total FP INCONS 67
Total FP COMP 8
Total FN 148
Total Scores
MCC 0.526
Average MCC ± 95% Confidence Intervals 0.598 ± 0.238
Sensitivity 0.452
Positive Predictive Value 0.619
Nr of predictions 8

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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
3AMU_B 0.75 0.59 0.94 16 2986 3 0 1 2 11
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.71 0.60 0.86 25 3887 4 0 4 0 17
4A1C_2 0.15 0.15 0.15 5 11748 33 5 23 5 28
4A1C_3 0.25 0.22 0.29 12 7099 29 1 28 0 42
4AOB_A 0.42 0.33 0.54 14 4345 13 1 11 1 28
4ENB_A 0.89 0.79 1.00 15 1260 0 0 0 0 4
4ENC_A 0.86 0.79 0.94 15 1310 1 1 0 0 4

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