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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 MCFold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) MCFold
MCC 0.601 > 0.459
Average MCC ± 95% Confidence Intervals 0.609 ± 0.183 > 0.454 ± 0.202
Sensitivity 0.482 > 0.474
Positive Predictive Value 0.753 > 0.452
Total TP 110 > 108
Total TN 30506 > 30413
Total FP 47 < 149
Total FP CONTRA 2 < 18
Total FP INCONS 34 < 113
Total FP COMP 11 < 18
Total FN 118 < 120
P-value 0.0

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Performance plots


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

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

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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 110
Total TN 30506
Total FP 47
Total FP CONTRA 2
Total FP INCONS 34
Total FP COMP 11
Total FN 118
Total Scores
MCC 0.601
Average MCC ± 95% Confidence Intervals 0.609 ± 0.183
Sensitivity 0.482
Positive Predictive Value 0.753
Nr of predictions 7

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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
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 MCFold - scored lower in this pairwise comparison

1. Total counts & total scores for MCFold

Total Base Pair Counts
Total TP 108
Total TN 30413
Total FP 149
Total FP CONTRA 18
Total FP INCONS 113
Total FP COMP 18
Total FN 120
Total Scores
MCC 0.459
Average MCC ± 95% Confidence Intervals 0.454 ± 0.202
Sensitivity 0.474
Positive Predictive Value 0.452
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3AMU_B 0.44 0.48 0.42 13 2972 18 2 16 0 14
3RKF_A 0.70 0.65 0.76 22 2182 7 1 6 0 12
3SD1_A 0.33 0.33 0.35 14 3876 26 0 26 0 28
4A1C_2 0.13 0.15 0.11 5 11735 56 10 31 15 28
4A1C_3 0.68 0.67 0.71 36 7089 17 1 14 2 18
4ENB_A 0.61 0.63 0.60 12 1255 8 2 6 0 7
4ENC_A 0.28 0.32 0.27 6 1304 17 2 14 1 13

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