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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 Multilign(seed) - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(seed) Multilign(seed)
MCC 0.563 > 0.507
Average MCC ± 95% Confidence Intervals 0.557 ± 0.279 > 0.495 ± 0.293
Sensitivity 0.443 > 0.386
Positive Predictive Value 0.722 > 0.674
Total TP 109 > 95
Total TN 32224 < 32234
Total FP 46 < 47
Total FP CONTRA 7 > 6
Total FP INCONS 35 < 40
Total FP COMP 4 > 1
Total FN 137 < 151
P-value 0.0

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Performance plots


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

  2. Comparison of performance of TurboFold(seed) and Multilign(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 TurboFold(seed) and Multilign(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(seed) and Multilign(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 TurboFold(seed) and Multilign(seed)).

  4. Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(seed) and Multilign(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 TurboFold(seed) and Multilign(seed)).

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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 109
Total TN 32224
Total FP 46
Total FP CONTRA 7
Total FP INCONS 35
Total FP COMP 4
Total FN 137
Total Scores
MCC 0.563
Average MCC ± 95% Confidence Intervals 0.557 ± 0.279
Sensitivity 0.443
Positive Predictive Value 0.722
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
2L94_A 0.92 0.90 0.95 18 971 1 0 1 0 2
2LC8_A -0.01 0.00 0.00 0 1525 15 2 13 0 20
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
3ZEX_C 0.39 0.27 0.56 14 14171 14 2 9 3 38
4AOB_A 0.56 0.40 0.77 17 4349 6 1 4 1 25
4FRN_A 0.69 0.56 0.87 20 5128 3 1 2 0 16

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

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

Total Base Pair Counts
Total TP 95
Total TN 32234
Total FP 47
Total FP CONTRA 6
Total FP INCONS 40
Total FP COMP 1
Total FN 151
Total Scores
MCC 0.507
Average MCC ± 95% Confidence Intervals 0.495 ± 0.293
Sensitivity 0.386
Positive Predictive Value 0.674
Nr of predictions 7

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2. Individual counts for Multilign(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.92 0.85 1.00 17 973 0 0 0 0 3
2LC8_A -0.01 0.00 0.00 0 1528 12 1 11 0 20
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.55 0.45 0.68 19 3888 9 1 8 0 23
3ZEX_C 0.39 0.27 0.58 14 14172 10 3 7 0 38
4AOB_A 0.61 0.45 0.83 19 4348 5 0 4 1 23
4FRN_A 0.24 0.17 0.35 6 5134 11 1 10 0 30

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