CompaRNA - on-line benchmarks of RNA structure prediction methods
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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 McQFold - scored lower in this pairwise comparison

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


Overview

Metric ContextFold McQFold
MCC 0.662 > 0.621
Average MCC ± 95% Confidence Intervals 0.676 ± 0.208 > 0.637 ± 0.324
Sensitivity 0.608 < 0.631
Positive Predictive Value 0.731 > 0.621
Total TP 79 < 82
Total TN 9028 > 9004
Total FP 44 < 60
Total FP CONTRA 6 < 19
Total FP INCONS 23 < 31
Total FP COMP 15 > 10
Total FN 51 > 48
P-value 0.0

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Performance plots


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

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

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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 McQFold - scored lower in this pairwise comparison

1. Total counts & total scores for McQFold

Total Base Pair Counts
Total TP 82
Total TN 9004
Total FP 60
Total FP CONTRA 19
Total FP INCONS 31
Total FP COMP 10
Total FN 48
Total Scores
MCC 0.621
Average MCC ± 95% Confidence Intervals 0.637 ± 0.324
Sensitivity 0.631
Positive Predictive Value 0.621
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.64 0.61 0.69 11 512 5 1 4 0 7
3J0L_a - 0.21 0.18 0.29 2 404 6 3 2 1 9
3U4M_B - 0.95 0.91 1.00 20 1256 2 0 0 2 2
4A1C_2 0.19 0.25 0.16 5 4484 33 11 16 6 15
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENB_A 1.00 1.00 1.00 15 457 0 0 0 0 0
4ENC_A 0.97 1.00 0.94 15 480 1 1 0 0 0

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