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(20) - scored higher in this pairwise comparison

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

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


Overview

Metric TurboFold(20) CentroidFold
MCC 0.620 > 0.603
Average MCC ± 95% Confidence Intervals 0.638 ± 0.156 > 0.637 ± 0.170
Sensitivity 0.500 = 0.500
Positive Predictive Value 0.775 > 0.732
Total TP 145 = 145
Total TN 35826 > 35815
Total FP 54 < 61
Total FP CONTRA 3 < 9
Total FP INCONS 39 < 44
Total FP COMP 12 > 8
Total FN 145 = 145
P-value 0.0

^top




Performance plots


  1. Comparison of performance of TurboFold(20) and CentroidFold. 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(20) and CentroidFold).

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

^top





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

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

Total Base Pair Counts
Total TP 145
Total TN 35826
Total FP 54
Total FP CONTRA 3
Total FP INCONS 39
Total FP COMP 12
Total FN 145
Total Scores
MCC 0.620
Average MCC ± 95% Confidence Intervals 0.638 ± 0.156
Sensitivity 0.500
Positive Predictive Value 0.775
Nr of predictions 9

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.92 0.90 0.95 18 971 1 0 1 0 2
3AMU_B 0.70 0.59 0.84 16 2984 5 0 3 2 11
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_2 0.18 0.15 0.21 5 11757 28 0 19 9 28
4A1C_3 0.69 0.57 0.84 31 7103 6 0 6 0 23
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 CentroidFold - scored lower in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 145
Total TN 35815
Total FP 61
Total FP CONTRA 9
Total FP INCONS 44
Total FP COMP 8
Total FN 145
Total Scores
MCC 0.603
Average MCC ± 95% Confidence Intervals 0.637 ± 0.170
Sensitivity 0.500
Positive Predictive Value 0.732
Nr of predictions 9

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.92 0.90 0.95 18 971 1 0 1 0 2
3AMU_B 0.70 0.59 0.84 16 2984 5 0 3 2 11
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.58 0.48 0.71 20 3888 8 1 7 0 22
4A1C_2 0.16 0.15 0.17 5 11752 29 5 19 5 28
4A1C_3 0.67 0.56 0.81 30 7103 7 1 6 0 24
4AOB_A 0.45 0.33 0.61 14 4348 10 1 8 1 28
4ENB_A 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.73 0.58 0.92 11 1314 1 1 0 0 8

^top


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