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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 Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for TurboFold(20) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric TurboFold(20) Vsfold5
MCC 0.594 > 0.421
Average MCC ± 95% Confidence Intervals 0.602 ± 0.154 > 0.496 ± 0.272
Sensitivity 0.470 > 0.363
Positive Predictive Value 0.756 > 0.497
Total TP 127 > 98
Total TN 34855 > 34826
Total FP 53 < 114
Total FP CONTRA 3 < 7
Total FP INCONS 38 < 92
Total FP COMP 12 < 15
Total FN 143 < 172
P-value 0.0

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Performance plots


  1. Comparison of performance of TurboFold(20) and Vsfold5. 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 Vsfold5).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(20) and Vsfold5. 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 Vsfold5).

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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 Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 98
Total TN 34826
Total FP 114
Total FP CONTRA 7
Total FP INCONS 92
Total FP COMP 15
Total FN 172
Total Scores
MCC 0.421
Average MCC ± 95% Confidence Intervals 0.496 ± 0.272
Sensitivity 0.363
Positive Predictive Value 0.497
Nr of predictions 8

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2. Individual counts for Vsfold5 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3AMU_B 0.67 0.59 0.76 16 2982 7 0 5 2 11
3RKF_A 0.75 0.65 0.88 22 2186 3 0 3 0 12
3SD1_A 0.11 0.10 0.15 4 3890 22 0 22 0 38
4A1C_2 0.24 0.24 0.24 8 11748 37 3 22 12 25
4A1C_3 0.26 0.22 0.32 12 7103 25 2 23 0 42
4AOB_A 0.18 0.14 0.25 6 4347 19 1 17 1 36
4ENB_A 0.89 0.79 1.00 15 1260 0 0 0 0 4
4ENC_A 0.86 0.79 0.94 15 1310 1 1 0 0 4

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