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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 MaxExpect - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(seed) MaxExpect
MCC 0.560 > 0.522
Average MCC ± 95% Confidence Intervals 0.565 ± 0.318 > 0.511 ± 0.324
Sensitivity 0.533 > 0.520
Positive Predictive Value 0.602 > 0.538
Total TP 80 > 78
Total TN 9715 > 9703
Total FP 66 < 83
Total FP CONTRA 17 < 20
Total FP INCONS 36 < 47
Total FP COMP 13 < 16
Total FN 70 < 72
P-value 0.0

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Performance plots


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

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

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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 80
Total TN 9715
Total FP 66
Total FP CONTRA 17
Total FP INCONS 36
Total FP COMP 13
Total FN 70
Total Scores
MCC 0.560
Average MCC ± 95% Confidence Intervals 0.565 ± 0.318
Sensitivity 0.533
Positive Predictive Value 0.602
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
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
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 MaxExpect - scored lower in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP 78
Total TN 9703
Total FP 83
Total FP CONTRA 20
Total FP INCONS 47
Total FP COMP 16
Total FN 72
Total Scores
MCC 0.522
Average MCC ± 95% Confidence Intervals 0.511 ± 0.324
Sensitivity 0.520
Positive Predictive Value 0.538
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
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 0.70 0.69 0.71 20 1505 8 3 5 0 9
4A1C_2 0.19 0.25 0.16 5 4484 41 10 17 14 15
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 0 0 0 0 4
4ENC_A 0.36 0.33 0.42 5 484 8 0 7 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.