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 TurboFold(seed) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for TurboFold(seed) & Murlet(20) [.zip] - may take several seconds...


Overview

Metric TurboFold(seed) Murlet(20)
MCC 0.564 > 0.557
Average MCC ± 95% Confidence Intervals 0.584 ± 0.188 > 0.545 ± 0.177
Sensitivity 0.457 > 0.407
Positive Predictive Value 0.703 < 0.767
Total TP 111 > 99
Total TN 31862 < 31891
Total FP 57 > 35
Total FP CONTRA 6 > 3
Total FP INCONS 41 > 27
Total FP COMP 10 > 5
Total FN 132 < 144
P-value 0.0

^top




Performance plots


  1. Comparison of performance of TurboFold(seed) and Murlet(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 TurboFold(seed) and Murlet(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for TurboFold(seed) and Murlet(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 TurboFold(seed) and Murlet(20)).

^top





Performance of TurboFold(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for TurboFold(seed)

Total Base Pair Counts
Total TP 111
Total TN 31862
Total FP 57
Total FP CONTRA 6
Total FP INCONS 41
Total FP COMP 10
Total FN 132
Total Scores
MCC 0.564
Average MCC ± 95% Confidence Intervals 0.584 ± 0.188
Sensitivity 0.457
Positive Predictive Value 0.703
Nr of predictions 7

^top



2. Individual counts for TurboFold(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.59 0.48 0.74 20 3889 7 1 6 0 22
4A1C_3 0.69 0.57 0.84 31 7103 6 0 6 0 23
4A1C_2 0.15 0.15 0.15 5 11748 37 3 25 9 28
4AOB_A 0.56 0.40 0.77 17 4349 6 1 4 1 25
4ENB_A 0.69 0.47 1.00 9 1266 0 0 0 0 10
4ENC_A 0.65 0.47 0.90 9 1316 1 1 0 0 10

^top



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

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

Total Base Pair Counts
Total TP 99
Total TN 31891
Total FP 35
Total FP CONTRA 3
Total FP INCONS 27
Total FP COMP 5
Total FN 144
Total Scores
MCC 0.557
Average MCC ± 95% Confidence Intervals 0.545 ± 0.177
Sensitivity 0.407
Positive Predictive Value 0.767
Nr of predictions 7

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.68 0.47 1.00 16 2195 0 0 0 0 18
3SD1_A 0.68 0.57 0.83 24 3887 5 1 4 0 18
4A1C_3 0.59 0.41 0.85 22 7114 4 0 4 0 32
4A1C_2 0.17 0.15 0.20 5 11756 24 2 18 4 28
4AOB_A 0.72 0.55 0.96 23 4347 2 0 1 1 19
4ENB_A 0.46 0.21 1.00 4 1271 0 0 0 0 15
4ENC_A 0.51 0.26 1.00 5 1321 0 0 0 0 14

^top


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