CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric TurboFold(seed) RNAsubopt
MCC 0.517 > 0.492
Average MCC ± 95% Confidence Intervals 0.510 ± 0.236 > 0.467 ± 0.240
Sensitivity 0.422 < 0.426
Positive Predictive Value 0.642 > 0.577
Total TP 111 < 112
Total TN 33387 > 33366
Total FP 72 < 92
Total FP CONTRA 8 < 12
Total FP INCONS 54 < 70
Total FP COMP 10 = 10
Total FN 152 > 151
P-value 0.0

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Performance plots


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

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

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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 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

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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

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Performance of RNAsubopt - scored lower in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 112
Total TN 33366
Total FP 92
Total FP CONTRA 12
Total FP INCONS 70
Total FP COMP 10
Total FN 151
Total Scores
MCC 0.492
Average MCC ± 95% Confidence Intervals 0.467 ± 0.240
Sensitivity 0.426
Positive Predictive Value 0.577
Nr of predictions 8

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2. Individual counts for RNAsubopt [ 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 0.61 0.50 0.75 21 3888 7 1 6 0 21
4A1C_2 0.14 0.15 0.13 5 11742 43 5 29 9 28
4A1C_3 0.70 0.59 0.82 32 7101 7 1 6 0 22
4AOB_A 0.52 0.43 0.64 18 4343 11 2 8 1 24
4ENB_A 0.70 0.58 0.85 11 1262 2 1 1 0 8
4ENC_A 0.32 0.26 0.42 5 1314 7 0 7 0 14

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