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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 MCFold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(seed) MCFold
MCC 0.512 > 0.456
Average MCC ± 95% Confidence Intervals 0.503 ± 0.282 > 0.449 ± 0.203
Sensitivity 0.425 < 0.471
Positive Predictive Value 0.623 > 0.450
Total TP 94 < 104
Total TN 29038 > 28958
Total FP 66 < 147
Total FP CONTRA 7 < 16
Total FP INCONS 50 < 111
Total FP COMP 9 < 20
Total FN 127 > 117
P-value 0.0

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Performance plots


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

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

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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 94
Total TN 29038
Total FP 66
Total FP CONTRA 7
Total FP INCONS 50
Total FP COMP 9
Total FN 127
Total Scores
MCC 0.512
Average MCC ± 95% Confidence Intervals 0.503 ± 0.282
Sensitivity 0.425
Positive Predictive Value 0.623
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 -0.01 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
4A1C_2 0.15 0.15 0.15 5 11748 37 3 25 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 104
Total TN 28958
Total FP 147
Total FP CONTRA 16
Total FP INCONS 111
Total FP COMP 20
Total FN 117
Total Scores
MCC 0.456
Average MCC ± 95% Confidence Intervals 0.449 ± 0.203
Sensitivity 0.471
Positive Predictive Value 0.450
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
2LC8_A 0.41 0.45 0.39 9 1517 16 0 14 2 11
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.