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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNASLOpt RNAsubopt
MCC 0.449 > 0.402
Average MCC ± 95% Confidence Intervals 0.484 ± 0.218 > 0.404 ± 0.267
Sensitivity 0.438 > 0.423
Positive Predictive Value 0.475 > 0.399
Total TP 57 > 55
Total TN 9016 > 8998
Total FP 73 < 100
Total FP CONTRA 23 < 26
Total FP INCONS 40 < 57
Total FP COMP 10 < 17
Total FN 73 < 75
P-value 0.0

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Performance plots


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

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

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Performance of RNASLOpt - scored higher 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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Performance of RNAsubopt - scored lower in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 55
Total TN 8998
Total FP 100
Total FP CONTRA 26
Total FP INCONS 57
Total FP COMP 17
Total FN 75
Total Scores
MCC 0.402
Average MCC ± 95% Confidence Intervals 0.404 ± 0.267
Sensitivity 0.423
Positive Predictive Value 0.399
Nr of predictions 7

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2. Individual counts for RNAsubopt [ 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 0 513 15 3 12 0 18
3J0L_a - 0.35 0.36 0.36 4 400 8 3 4 1 7
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.18 0.25 0.14 5 4481 43 13 17 13 15
4AOB_A 0.62 0.62 0.64 18 1409 11 4 6 1 11
4ENB_A 0.85 0.73 1.00 11 461 2 0 0 2 4
4ENC_A 0.36 0.33 0.42 5 484 7 0 7 0 10

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