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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CRWrnafold RNAsubopt
MCC 0.502 > 0.460
Average MCC ± 95% Confidence Intervals 0.510 ± 0.264 > 0.445 ± 0.244
Sensitivity 0.516 > 0.478
Positive Predictive Value 0.503 > 0.458
Total TP 82 > 76
Total TN 10506 > 10503
Total FP 103 < 107
Total FP CONTRA 27 < 30
Total FP INCONS 54 < 60
Total FP COMP 22 > 17
Total FN 77 < 83
P-value 0.0

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Performance plots


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

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

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Performance of CRWrnafold - scored higher in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 82
Total TN 10506
Total FP 103
Total FP CONTRA 27
Total FP INCONS 54
Total FP COMP 22
Total FN 77
Total Scores
MCC 0.502
Average MCC ± 95% Confidence Intervals 0.510 ± 0.264
Sensitivity 0.516
Positive Predictive Value 0.503
Nr of predictions 8

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2. Individual counts for CRWrnafold [ 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 - 0.39 0.36 0.44 4 402 6 3 2 1 7
3SD1_A 0.63 0.66 0.61 19 1502 12 6 6 0 10
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.19 0.25 0.15 5 4483 44 8 20 16 15
4AOB_A 0.71 0.69 0.74 20 1410 8 4 3 1 9
4ENB_A 0.85 0.73 1.00 11 461 2 0 0 2 4
4ENC_A 0.85 0.73 1.00 11 485 2 0 0 2 4

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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 76
Total TN 10503
Total FP 107
Total FP CONTRA 30
Total FP INCONS 60
Total FP COMP 17
Total FN 83
Total Scores
MCC 0.460
Average MCC ± 95% Confidence Intervals 0.445 ± 0.244
Sensitivity 0.478
Positive Predictive Value 0.458
Nr of predictions 8

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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
3SD1_A 0.73 0.72 0.75 21 1505 7 4 3 0 8
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.