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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 ProbKnot - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) ProbKnot
MCC 0.594 > 0.542
Average MCC ± 95% Confidence Intervals 0.602 ± 0.154 > 0.558 ± 0.171
Sensitivity 0.470 < 0.481
Positive Predictive Value 0.756 > 0.616
Total TP 127 < 130
Total TN 34855 > 34812
Total FP 53 < 96
Total FP CONTRA 3 < 15
Total FP INCONS 38 < 66
Total FP COMP 12 < 15
Total FN 143 > 140
P-value 0.0

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Performance plots


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

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

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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 ProbKnot - scored lower in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 130
Total TN 34812
Total FP 96
Total FP CONTRA 15
Total FP INCONS 66
Total FP COMP 15
Total FN 140
Total Scores
MCC 0.542
Average MCC ± 95% Confidence Intervals 0.558 ± 0.171
Sensitivity 0.481
Positive Predictive Value 0.616
Nr of predictions 8

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3AMU_B 0.65 0.59 0.73 16 2981 8 0 6 2 11
3RKF_A 0.73 0.59 0.91 20 2189 2 1 1 0 14
3SD1_A 0.55 0.48 0.65 20 3885 11 2 9 0 22
4A1C_2 0.13 0.15 0.12 5 11738 49 7 31 11 28
4A1C_3 0.73 0.61 0.87 33 7102 6 1 4 1 21
4AOB_A 0.50 0.40 0.63 17 4344 11 2 8 1 25
4ENB_A 0.73 0.58 0.92 11 1263 1 1 0 0 8
4ENC_A 0.45 0.42 0.50 8 1310 8 1 7 0 11

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