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 HotKnots - scored higher in this pairwise comparison

  4. Performance of Multilign(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for HotKnots & Multilign(seed) [.zip] - may take several seconds...


Overview

Metric HotKnots Multilign(seed)
MCC 0.728 > 0.629
Average MCC ± 95% Confidence Intervals 0.729 ± 0.225 > 0.569 ± 0.654
Sensitivity 0.700 > 0.580
Positive Predictive Value 0.769 > 0.699
Total TP 70 > 58
Total TN 4273 < 4281
Total FP 22 < 26
Total FP CONTRA 8 > 7
Total FP INCONS 13 < 18
Total FP COMP 1 = 1
Total FN 30 < 42
P-value 0.0

^top




Performance plots


  1. Comparison of performance of HotKnots and Multilign(seed). 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 HotKnots and Multilign(seed)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for HotKnots and Multilign(seed). 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 HotKnots and Multilign(seed)).

^top





Performance of HotKnots - scored higher in this pairwise comparison

1. Total counts & total scores for HotKnots

Total Base Pair Counts
Total TP 70
Total TN 4273
Total FP 22
Total FP CONTRA 8
Total FP INCONS 13
Total FP COMP 1
Total FN 30
Total Scores
MCC 0.728
Average MCC ± 95% Confidence Intervals 0.729 ± 0.225
Sensitivity 0.700
Positive Predictive Value 0.769
Nr of predictions 4

^top



2. Individual counts for HotKnots [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.64 0.61 0.69 11 512 5 0 5 0 7
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.77 0.76 0.79 22 1505 6 4 2 0 7
4AOB_A 0.60 0.59 0.63 17 1410 11 4 6 1 12

^top



Performance of Multilign(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 58
Total TN 4281
Total FP 26
Total FP CONTRA 7
Total FP INCONS 18
Total FP COMP 1
Total FN 42
Total Scores
MCC 0.629
Average MCC ± 95% Confidence Intervals 0.569 ± 0.654
Sensitivity 0.580
Positive Predictive Value 0.699
Nr of predictions 4

^top



2. Individual counts for Multilign(seed) [ 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 0 516 12 2 10 0 18
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.66 0.66 0.68 19 1505 9 4 5 0 10
4AOB_A 0.73 0.66 0.83 19 1414 5 1 3 1 10

^top


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