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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for PETfold_pre2.0(seed) & Contrafold [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Contrafold
MCC 0.695 > 0.525
Average MCC ± 95% Confidence Intervals 0.656 ± 0.215 > 0.581 ± 0.341
Sensitivity 0.619 > 0.505
Positive Predictive Value 0.789 > 0.557
Total TP 60 > 49
Total TN 7373 > 7361
Total FP 31 < 53
Total FP CONTRA 3 < 15
Total FP INCONS 13 < 24
Total FP COMP 15 > 14
Total FN 37 < 48
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and Contrafold. 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 PETfold_pre2.0(seed) and Contrafold).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Contrafold. 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 PETfold_pre2.0(seed) and Contrafold).

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(seed)

Total Base Pair Counts
Total TP 60
Total TN 7373
Total FP 31
Total FP CONTRA 3
Total FP INCONS 13
Total FP COMP 15
Total FN 37
Total Scores
MCC 0.695
Average MCC ± 95% Confidence Intervals 0.656 ± 0.215
Sensitivity 0.619
Positive Predictive Value 0.789
Nr of predictions 5

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2. Individual counts for PETfold_pre2.0(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.41 0.33 0.55 6 517 5 0 5 0 12
4A1C_2 0.79 0.75 0.83 15 4498 12 1 2 9 5
4AOB_A 0.85 0.79 0.92 23 1412 4 0 2 2 6
4ENB_A 0.61 0.53 0.73 8 461 5 1 2 2 7
4ENC_A 0.61 0.53 0.73 8 485 5 1 2 2 7

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Performance of Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP 49
Total TN 7361
Total FP 53
Total FP CONTRA 15
Total FP INCONS 24
Total FP COMP 14
Total FN 48
Total Scores
MCC 0.525
Average MCC ± 95% Confidence Intervals 0.581 ± 0.341
Sensitivity 0.505
Positive Predictive Value 0.557
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.46 0.39 0.58 7 516 5 3 2 0 11
4A1C_2 0.21 0.25 0.19 5 4489 33 9 13 11 15
4AOB_A 0.53 0.52 0.56 15 1410 13 3 9 1 14
4ENB_A 0.85 0.73 1.00 11 461 1 0 0 1 4
4ENC_A 0.85 0.73 1.00 11 485 1 0 0 1 4

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