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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

  4. Performance of Carnac(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(20) & Carnac(20) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(20) Carnac(20)
MCC 0.619 > 0.416
Average MCC ± 95% Confidence Intervals 0.603 ± 0.416 > 0.253 ± 0.477
Sensitivity 0.570 > 0.241
Positive Predictive Value 0.682 < 0.731
Total TP 45 > 19
Total TN 6855 < 6895
Total FP 33 > 9
Total FP CONTRA 2 = 2
Total FP INCONS 19 > 5
Total FP COMP 12 > 2
Total FN 34 < 60
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(20) and Carnac(20). 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(20) and Carnac(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(20) and Carnac(20). 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(20) and Carnac(20)).

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Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

Total Base Pair Counts
Total TP 45
Total TN 6855
Total FP 33
Total FP CONTRA 2
Total FP INCONS 19
Total FP COMP 12
Total FN 34
Total Scores
MCC 0.619
Average MCC ± 95% Confidence Intervals 0.603 ± 0.416
Sensitivity 0.570
Positive Predictive Value 0.682
Nr of predictions 4

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2. Individual counts for PETfold_pre2.0(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_2 0.25 0.25 0.25 5 4496 25 2 13 10 15
4AOB_A 0.87 0.83 0.92 24 1411 4 0 2 2 5
4ENB_A 0.68 0.53 0.89 8 463 1 0 1 0 7
4ENC_A 0.61 0.53 0.73 8 485 3 0 3 0 7

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Performance of Carnac(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 19
Total TN 6895
Total FP 9
Total FP CONTRA 2
Total FP INCONS 5
Total FP COMP 2
Total FN 60
Total Scores
MCC 0.416
Average MCC ± 95% Confidence Intervals 0.253 ± 0.477
Sensitivity 0.241
Positive Predictive Value 0.731
Nr of predictions 4

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_2 0.42 0.25 0.71 5 4509 3 0 2 1 15
4AOB_A 0.59 0.48 0.74 14 1418 6 2 3 1 15
4ENB_A 0.00 0.00 0.00 0 472 0 0 0 0 15
4ENC_A 0.00 0.00 0.00 0 496 0 0 0 0 15

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