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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidFold - scored higher in this pairwise comparison

  4. Performance of TurboFold(seed) - scored lower in this pairwise comparison

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


Overview

Metric CentroidFold TurboFold(seed)
MCC 0.585 > 0.550
Average MCC ± 95% Confidence Intervals 0.613 ± 0.173 > 0.555 ± 0.229
Sensitivity 0.481 > 0.456
Positive Predictive Value 0.720 > 0.672
Total TP 136 > 129
Total TN 34361 > 34358
Total FP 59 < 73
Total FP CONTRA 10 > 8
Total FP INCONS 43 < 55
Total FP COMP 6 < 10
Total FN 147 < 154
P-value 0.0

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Performance plots


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

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

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Performance of CentroidFold - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 136
Total TN 34361
Total FP 59
Total FP CONTRA 10
Total FP INCONS 43
Total FP COMP 6
Total FN 147
Total Scores
MCC 0.585
Average MCC ± 95% Confidence Intervals 0.613 ± 0.173
Sensitivity 0.481
Positive Predictive Value 0.720
Nr of predictions 9

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2. Individual counts for CentroidFold [ 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 0.49 0.35 0.70 7 1530 3 1 2 0 13
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.58 0.48 0.71 20 3888 8 1 7 0 22
4A1C_2 0.16 0.15 0.17 5 11752 29 5 19 5 28
4A1C_3 0.67 0.56 0.81 30 7103 7 1 6 0 24
4AOB_A 0.45 0.33 0.61 14 4348 10 1 8 1 28
4ENB_A 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.73 0.58 0.92 11 1314 1 1 0 0 8

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

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

Total Base Pair Counts
Total TP 129
Total TN 34358
Total FP 73
Total FP CONTRA 8
Total FP INCONS 55
Total FP COMP 10
Total FN 154
Total Scores
MCC 0.550
Average MCC ± 95% Confidence Intervals 0.555 ± 0.229
Sensitivity 0.456
Positive Predictive Value 0.672
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 0.92 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
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
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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.