CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNAwolf Alterna
MCC 0.583 > 0.568
Average MCC ± 95% Confidence Intervals 0.529 ± 0.492 > 0.507 ± 0.420
Sensitivity 0.585 > 0.549
Positive Predictive Value 0.600 < 0.608
Total TP 48 > 45
Total TN 3258 < 3264
Total FP 33 > 30
Total FP CONTRA 6 < 8
Total FP INCONS 26 > 21
Total FP COMP 1 = 1
Total FN 34 < 37
P-value 0.0

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Performance plots


  1. Comparison of performance of RNAwolf and Alterna. 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 RNAwolf and Alterna).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAwolf and Alterna. 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 RNAwolf and Alterna).

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Performance of RNAwolf - scored higher in this pairwise comparison

1. Total counts & total scores for RNAwolf

Total Base Pair Counts
Total TP 48
Total TN 3258
Total FP 33
Total FP CONTRA 6
Total FP INCONS 26
Total FP COMP 1
Total FN 34
Total Scores
MCC 0.583
Average MCC ± 95% Confidence Intervals 0.529 ± 0.492
Sensitivity 0.585
Positive Predictive Value 0.600
Nr of predictions 4

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.52 0.50 0.56 9 512 7 0 7 0 9
3J0L_a - 0.14 0.18 0.14 2 397 13 4 8 1 9
3RKF_A 0.89 0.83 0.95 20 845 1 0 1 0 4
3SD1_A 0.58 0.59 0.59 17 1504 12 2 10 0 12

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Performance of Alterna - scored lower in this pairwise comparison

1. Total counts & total scores for Alterna

Total Base Pair Counts
Total TP 45
Total TN 3264
Total FP 30
Total FP CONTRA 8
Total FP INCONS 21
Total FP COMP 1
Total FN 37
Total Scores
MCC 0.568
Average MCC ± 95% Confidence Intervals 0.507 ± 0.420
Sensitivity 0.549
Positive Predictive Value 0.608
Nr of predictions 4

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.47 0.44 0.53 8 513 7 0 7 0 10
3J0L_a - 0.18 0.18 0.22 2 402 8 3 4 1 9
3RKF_A 0.82 0.79 0.86 19 844 3 1 2 0 5
3SD1_A 0.55 0.55 0.57 16 1505 12 4 8 0 13

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