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 Sfold - scored higher in this pairwise comparison

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

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


Overview

Metric Sfold TurboFold(seed)
MCC 0.556 > 0.517
Average MCC ± 95% Confidence Intervals 0.559 ± 0.169 > 0.510 ± 0.236
Sensitivity 0.445 > 0.422
Positive Predictive Value 0.701 > 0.642
Total TP 117 > 111
Total TN 33393 > 33387
Total FP 60 < 72
Total FP CONTRA 6 < 8
Total FP INCONS 44 < 54
Total FP COMP 10 = 10
Total FN 146 < 152
P-value 0.0

^top




Performance plots


  1. Comparison of performance of Sfold and TurboFold(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 Sfold and TurboFold(seed)).

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

^top





Performance of Sfold - scored higher in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP 117
Total TN 33393
Total FP 60
Total FP CONTRA 6
Total FP INCONS 44
Total FP COMP 10
Total FN 146
Total Scores
MCC 0.556
Average MCC ± 95% Confidence Intervals 0.559 ± 0.169
Sensitivity 0.445
Positive Predictive Value 0.701
Nr of predictions 8

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.45 0.35 0.58 7 1528 5 0 5 0 13
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.65 0.50 0.84 21 3891 4 1 3 0 21
4A1C_2 0.16 0.15 0.17 5 11751 34 2 23 9 28
4A1C_3 0.69 0.57 0.84 31 7103 6 1 5 0 23
4AOB_A 0.50 0.40 0.63 17 4344 11 2 8 1 25
4ENB_A 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.51 0.26 1.00 5 1321 0 0 0 0 14

^top



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

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

Total Base Pair Counts
Total TP 111
Total TN 33387
Total FP 72
Total FP CONTRA 8
Total FP INCONS 54
Total FP COMP 10
Total FN 152
Total Scores
MCC 0.517
Average MCC ± 95% Confidence Intervals 0.510 ± 0.236
Sensitivity 0.422
Positive Predictive Value 0.642
Nr of predictions 8

^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
2LC8_A -0.01 0.00 0.00 0 1525 15 2 13 0 20
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 0.15 0.15 0.15 5 11748 37 3 25 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


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