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Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of CentroidFold - scored lower in this pairwise comparison

  5. Compile and download dataset for ContextFold & CentroidFold [.zip] - may take several seconds...


Overview

Metric ContextFold CentroidFold
MCC 0.662 > 0.566
Average MCC ± 95% Confidence Intervals 0.676 ± 0.208 > 0.593 ± 0.230
Sensitivity 0.608 > 0.531
Positive Predictive Value 0.731 > 0.616
Total TP 79 > 69
Total TN 9028 > 9024
Total FP 44 < 57
Total FP CONTRA 6 < 16
Total FP INCONS 23 < 27
Total FP COMP 15 > 14
Total FN 51 < 61
P-value 0.0

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Performance plots


  1. Comparison of performance of ContextFold and CentroidFold. 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 ContextFold and CentroidFold).

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

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Performance of ContextFold - scored higher in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 79
Total TN 9028
Total FP 44
Total FP CONTRA 6
Total FP INCONS 23
Total FP COMP 15
Total FN 51
Total Scores
MCC 0.662
Average MCC ± 95% Confidence Intervals 0.676 ± 0.208
Sensitivity 0.608
Positive Predictive Value 0.731
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.58 0.56 0.63 10 512 6 0 6 0 8
3J0L_a - 0.80 0.73 0.89 8 402 2 0 1 1 3
3U4M_B - 0.98 0.95 1.00 21 1255 0 0 0 0 1
4A1C_2 0.26 0.25 0.28 5 4498 26 3 10 13 15
4AOB_A 0.62 0.59 0.68 17 1412 9 2 6 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 CentroidFold - scored lower in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 69
Total TN 9024
Total FP 57
Total FP CONTRA 16
Total FP INCONS 27
Total FP COMP 14
Total FN 61
Total Scores
MCC 0.566
Average MCC ± 95% Confidence Intervals 0.593 ± 0.230
Sensitivity 0.531
Positive Predictive Value 0.616
Nr of predictions 7

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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
2LC8_A 0.51 0.39 0.70 7 518 3 1 2 0 11
3J0L_a - 0.41 0.36 0.50 4 403 5 3 1 1 7
3U4M_B - 0.81 0.77 0.85 17 1256 5 0 3 2 5
4A1C_2 0.22 0.25 0.19 5 4490 29 9 12 8 15
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENB_A 0.85 0.73 1.00 11 461 1 0 0 1 4
4ENC_A 0.85 0.73 1.00 11 485 1 0 0 1 4

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