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 RNASLOpt - scored lower in this pairwise comparison

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


Overview

Metric Vsfold4 RNASLOpt
MCC 0.461 > 0.449
Average MCC ± 95% Confidence Intervals 0.477 ± 0.268 < 0.484 ± 0.218
Sensitivity 0.446 > 0.438
Positive Predictive Value 0.492 > 0.475
Total TP 58 > 57
Total TN 9018 > 9016
Total FP 74 > 73
Total FP CONTRA 14 < 23
Total FP INCONS 46 > 40
Total FP COMP 14 > 10
Total FN 72 < 73
P-value 0.0

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Performance plots


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

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

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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 58
Total TN 9018
Total FP 74
Total FP CONTRA 14
Total FP INCONS 46
Total FP COMP 14
Total FN 72
Total Scores
MCC 0.461
Average MCC ± 95% Confidence Intervals 0.477 ± 0.268
Sensitivity 0.446
Positive Predictive Value 0.492
Nr of predictions 7

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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
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 RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 57
Total TN 9016
Total FP 73
Total FP CONTRA 23
Total FP INCONS 40
Total FP COMP 10
Total FN 73
Total Scores
MCC 0.449
Average MCC ± 95% Confidence Intervals 0.484 ± 0.218
Sensitivity 0.438
Positive Predictive Value 0.475
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.48 0.39 0.64 7 517 4 0 4 0 11
3J0L_a - 0.21 0.18 0.29 2 404 6 3 2 1 9
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.30 0.40 0.24 8 4482 35 13 13 9 12
4AOB_A 0.31 0.28 0.38 8 1416 13 3 10 0 21
4ENB_A 0.85 0.73 1.00 11 461 0 0 0 0 4
4ENC_A 0.73 0.60 0.90 9 486 1 1 0 0 6

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