CompaRNA - on-line benchmarks of RNA structure prediction methods
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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 Carnac(seed) - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) Carnac(seed)
MCC 0.725 > 0.308
Average MCC ± 95% Confidence Intervals 0.726 ± 0.188 > 0.125 ± 0.296
Sensitivity 0.684 > 0.096
Positive Predictive Value 0.776 < 1.000
Total TP 128 > 18
Total TN 12275 < 12422
Total FP 50 > 1
Total FP CONTRA 11 > 0
Total FP INCONS 26 > 0
Total FP COMP 13 > 1
Total FN 59 < 169
P-value 0.0

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Performance plots


  1. Comparison of performance of TurboFold(20) and Carnac(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 TurboFold(20) and Carnac(seed)).

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

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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 128
Total TN 12275
Total FP 50
Total FP CONTRA 11
Total FP INCONS 26
Total FP COMP 13
Total FN 59
Total Scores
MCC 0.725
Average MCC ± 95% Confidence Intervals 0.726 ± 0.188
Sensitivity 0.684
Positive Predictive Value 0.776
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
2L94_A 0.94 0.94 0.94 17 339 2 0 1 1 1
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.71 0.69 0.74 20 1506 7 2 5 0 9
4A1C_2 0.22 0.25 0.21 5 4492 28 6 13 9 15
4A1C_3 0.86 0.84 0.89 31 2728 6 0 4 2 6
4AOB_A 0.67 0.59 0.77 17 1415 6 2 3 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 Carnac(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 18
Total TN 12422
Total FP 1
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 1
Total FN 169
Total Scores
MCC 0.308
Average MCC ± 95% Confidence Intervals 0.125 ± 0.296
Sensitivity 0.096
Positive Predictive Value 1.000
Nr of predictions 8

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2. Individual counts for Carnac(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 1.00 1.00 1.00 18 339 1 0 0 1 0
3RKF_A 0.00 0.00 0.00 0 866 0 0 0 0 24
3SD1_A 0.00 0.00 0.00 0 1533 0 0 0 0 29
4A1C_2 0.00 0.00 0.00 0 4516 0 0 0 0 20
4A1C_3 0.00 0.00 0.00 0 2763 0 0 0 0 37
4AOB_A 0.00 0.00 0.00 0 1437 0 0 0 0 29
4ENB_A 0.00 0.00 0.00 0 472 0 0 0 0 15
4ENC_A 0.00 0.00 0.00 0 496 0 0 0 0 15

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