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

  1. Overview

  2. Performance Plots

  3. Performance of Vsfold4 - scored higher in this pairwise comparison

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

  5. Compile and download dataset for Vsfold4 & RNAwolf [.zip] - may take several seconds...


Overview

Metric Vsfold4 RNAwolf
MCC 0.478 > 0.436
Average MCC ± 95% Confidence Intervals 0.497 ± 0.236 > 0.421 ± 0.185
Sensitivity 0.464 > 0.437
Positive Predictive Value 0.509 > 0.452
Total TP 85 > 80
Total TN 11368 > 11358
Total FP 96 < 114
Total FP CONTRA 19 < 22
Total FP INCONS 63 < 75
Total FP COMP 14 < 17
Total FN 98 < 103
P-value 0.0

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Performance plots


  1. Comparison of performance of Vsfold4 and RNAwolf. 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 Vsfold4 and RNAwolf).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Vsfold4 and RNAwolf. 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 Vsfold4 and RNAwolf).

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Performance of Vsfold4 - scored higher in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 85
Total TN 11368
Total FP 96
Total FP CONTRA 19
Total FP INCONS 63
Total FP COMP 14
Total FN 98
Total Scores
MCC 0.478
Average MCC ± 95% Confidence Intervals 0.497 ± 0.236
Sensitivity 0.464
Positive Predictive Value 0.509
Nr of predictions 9

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2. Individual counts for Vsfold4 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A -0.03 0.00 0.00 0 515 13 0 13 0 18
3J0L_a - 0.39 0.36 0.44 4 402 6 4 1 1 7
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.23 0.24 0.24 7 1504 22 5 17 0 22
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.36 0.40 0.33 8 4492 28 4 12 12 12
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 0 0 0 0 4
4ENC_A 0.77 0.60 1.00 9 487 0 0 0 0 6

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Performance of RNAwolf - scored lower in this pairwise comparison

1. Total counts & total scores for RNAwolf

Total Base Pair Counts
Total TP 80
Total TN 11358
Total FP 114
Total FP CONTRA 22
Total FP INCONS 75
Total FP COMP 17
Total FN 103
Total Scores
MCC 0.436
Average MCC ± 95% Confidence Intervals 0.421 ± 0.185
Sensitivity 0.437
Positive Predictive Value 0.452
Nr of predictions 9

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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
3U4M_B - 0.50 0.50 0.52 11 1255 12 1 9 2 11
4A1C_2 0.12 0.15 0.10 3 4487 38 12 14 12 17
4AOB_A 0.26 0.24 0.30 7 1414 17 2 14 1 22
4ENB_A 0.45 0.40 0.55 6 461 5 1 4 0 9
4ENC_A 0.34 0.33 0.38 5 483 9 0 8 1 10

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