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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 UNAFold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(seed) UNAFold
MCC 0.650 > 0.638
Average MCC ± 95% Confidence Intervals 0.640 ± 0.256 > 0.615 ± 0.277
Sensitivity 0.624 < 0.634
Positive Predictive Value 0.688 > 0.653
Total TP 128 < 130
Total TN 12782 > 12769
Total FP 74 < 91
Total FP CONTRA 17 < 22
Total FP INCONS 41 < 47
Total FP COMP 16 < 22
Total FN 77 > 75
P-value 0.0

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Performance plots


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

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

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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 12782
Total FP 74
Total FP CONTRA 17
Total FP INCONS 41
Total FP COMP 16
Total FN 77
Total Scores
MCC 0.650
Average MCC ± 95% Confidence Intervals 0.640 ± 0.256
Sensitivity 0.624
Positive Predictive Value 0.688
Nr of predictions 9

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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
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
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 UNAFold - scored lower in this pairwise comparison

1. Total counts & total scores for UNAFold

Total Base Pair Counts
Total TP 130
Total TN 12769
Total FP 91
Total FP CONTRA 22
Total FP INCONS 47
Total FP COMP 22
Total FN 75
Total Scores
MCC 0.638
Average MCC ± 95% Confidence Intervals 0.615 ± 0.277
Sensitivity 0.634
Positive Predictive Value 0.653
Nr of predictions 9

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2. Individual counts for UNAFold [ 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
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 0.77 0.76 0.79 22 1505 6 4 2 0 7
4A1C_2 0.19 0.25 0.15 5 4483 42 11 17 14 15
4A1C_3 0.88 0.86 0.89 32 2727 7 0 4 3 5
4AOB_A 0.60 0.59 0.63 17 1410 11 4 6 1 12
4ENB_A 0.85 0.73 1.00 11 461 2 0 0 2 4
4ENC_A 0.37 0.33 0.45 5 485 7 0 6 1 10

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