CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of Mastr(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for CRWrnafold & Mastr(20) [.zip] - may take several seconds...


Overview

Metric CRWrnafold Mastr(20)
MCC 0.592 > 0.502
Average MCC ± 95% Confidence Intervals 0.646 ± 0.339 > 0.432 ± 0.338
Sensitivity 0.611 > 0.361
Positive Predictive Value 0.584 < 0.709
Total TP 66 > 39
Total TN 8341 < 8399
Total FP 68 > 17
Total FP CONTRA 18 > 5
Total FP INCONS 29 > 11
Total FP COMP 21 > 1
Total FN 42 < 69
P-value 0.0

^top




Performance plots


  1. Comparison of performance of CRWrnafold and Mastr(20). 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 Mastr(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CRWrnafold and Mastr(20). 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 Mastr(20)).

^top





Performance of CRWrnafold - scored higher in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 66
Total TN 8341
Total FP 68
Total FP CONTRA 18
Total FP INCONS 29
Total FP COMP 21
Total FN 42
Total Scores
MCC 0.592
Average MCC ± 95% Confidence Intervals 0.646 ± 0.339
Sensitivity 0.611
Positive Predictive Value 0.584
Nr of predictions 5

^top



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
3SD1_A 0.63 0.66 0.61 19 1502 12 6 6 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

^top



Performance of Mastr(20) - scored lower in this pairwise comparison

1. Total counts & total scores for Mastr(20)

Total Base Pair Counts
Total TP 39
Total TN 8399
Total FP 17
Total FP CONTRA 5
Total FP INCONS 11
Total FP COMP 1
Total FN 69
Total Scores
MCC 0.502
Average MCC ± 95% Confidence Intervals 0.432 ± 0.338
Sensitivity 0.361
Positive Predictive Value 0.709
Nr of predictions 5

^top



2. Individual counts for Mastr(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3SD1_A 0.73 0.72 0.75 21 1505 7 4 3 0 8
4A1C_2 0.00 0.00 0.00 0 4516 0 0 0 0 20
4AOB_A 0.42 0.34 0.53 10 1418 10 1 8 1 19
4ENB_A 0.44 0.20 1.00 3 469 0 0 0 0 12
4ENC_A 0.57 0.33 1.00 5 491 0 0 0 0 10

^top


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