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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidHomfold‑LAST Carnac(20)
MCC 0.726 > 0.600
Average MCC ± 95% Confidence Intervals 0.737 ± 0.258 > 0.440 ± 0.395
Sensitivity 0.644 > 0.417
Positive Predictive Value 0.825 < 0.873
Total TP 85 > 55
Total TN 9217 < 9257
Total FP 32 > 10
Total FP CONTRA 9 > 2
Total FP INCONS 9 > 6
Total FP COMP 14 > 2
Total FN 47 < 77
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Carnac(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Carnac(20)).

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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 85
Total TN 9217
Total FP 32
Total FP CONTRA 9
Total FP INCONS 9
Total FP COMP 14
Total FN 47
Total Scores
MCC 0.726
Average MCC ± 95% Confidence Intervals 0.737 ± 0.258
Sensitivity 0.644
Positive Predictive Value 0.825
Nr of predictions 6

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.86 0.75 1.00 18 848 0 0 0 0 6
3SD1_A 0.77 0.66 0.90 19 1512 2 1 1 0 10
4A1C_2 0.24 0.25 0.24 5 4495 29 8 8 13 15
4AOB_A 0.85 0.72 1.00 21 1416 1 0 0 1 8
4ENB_A 0.85 0.73 1.00 11 461 0 0 0 0 4
4ENC_A 0.85 0.73 1.00 11 485 0 0 0 0 4

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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 55
Total TN 9257
Total FP 10
Total FP CONTRA 2
Total FP INCONS 6
Total FP COMP 2
Total FN 77
Total Scores
MCC 0.600
Average MCC ± 95% Confidence Intervals 0.440 ± 0.395
Sensitivity 0.417
Positive Predictive Value 0.873
Nr of predictions 6

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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
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.72 0.55 0.94 16 1516 1 0 1 0 13
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.