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 MXScarna(20) - scored higher in this pairwise comparison

  4. Performance of PETfold_2.0(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for MXScarna(20) & PETfold_2.0(20) [.zip] - may take several seconds...


Overview

Metric MXScarna(20) PETfold_2.0(20)
MCC 0.741 > 0.647
Average MCC ± 95% Confidence Intervals 0.741 ± > 0.647 ±
Sensitivity 0.614 > 0.509
Positive Predictive Value 0.897 > 0.829
Total TP 35 > 29
Total TN 6982 < 6986
Total FP 4 < 6
Total FP CONTRA 1 = 1
Total FP INCONS 3 < 5
Total FP COMP 0 = 0
Total FN 22 < 28
P-value 0.0

^top




Performance plots


  1. Comparison of performance of MXScarna(20) and PETfold_2.0(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 MXScarna(20) and PETfold_2.0(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for MXScarna(20) and PETfold_2.0(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 MXScarna(20) and PETfold_2.0(20)).

^top





Performance of MXScarna(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 35
Total TN 6982
Total FP 4
Total FP CONTRA 1
Total FP INCONS 3
Total FP COMP 0
Total FN 22
Total Scores
MCC 0.741
Average MCC ± 95% Confidence Intervals 0.741 ±
Sensitivity 0.614
Positive Predictive Value 0.897
Nr of predictions 1

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3J3V_B 0.74 0.61 0.90 35 6982 4 1 3 0 22

^top



Performance of PETfold_2.0(20) - scored lower in this pairwise comparison

1. Total counts & total scores for PETfold_2.0(20)

Total Base Pair Counts
Total TP 29
Total TN 6986
Total FP 6
Total FP CONTRA 1
Total FP INCONS 5
Total FP COMP 0
Total FN 28
Total Scores
MCC 0.647
Average MCC ± 95% Confidence Intervals 0.647 ±
Sensitivity 0.509
Positive Predictive Value 0.829
Nr of predictions 1

^top



2. Individual counts for PETfold_2.0(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3J3V_B 0.65 0.51 0.83 29 6986 6 1 5 0 28

^top


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