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Table of contents:

  1. Overview

  2. Performance Plots

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

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

  5. Compile and download dataset for CentroidAlifold(20) & Cylofold [.zip] - may take several seconds...


Overview

Metric CentroidAlifold(20) Cylofold
MCC 0.836 > 0.731
Average MCC ± 95% Confidence Intervals 0.801 ± 0.099 > 0.754 ± 0.230
Sensitivity 0.728 > 0.712
Positive Predictive Value 0.964 > 0.757
Total TP 134 > 131
Total TN 14269 > 14235
Total FP 10 < 55
Total FP CONTRA 2 < 16
Total FP INCONS 3 < 26
Total FP COMP 5 < 13
Total FN 50 < 53
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidAlifold(20) and Cylofold. 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 CentroidAlifold(20) and Cylofold).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(20) and Cylofold. 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 CentroidAlifold(20) and Cylofold).

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Performance of CentroidAlifold(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 134
Total TN 14269
Total FP 10
Total FP CONTRA 2
Total FP INCONS 3
Total FP COMP 5
Total FN 50
Total Scores
MCC 0.836
Average MCC ± 95% Confidence Intervals 0.801 ± 0.099
Sensitivity 0.728
Positive Predictive Value 0.964
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3O58_3 0.64 0.45 0.91 10 4753 2 1 0 1 12
3PDR_A 0.92 0.90 0.94 45 4792 5 1 2 2 5
3RKF_A 0.86 0.75 1.00 18 848 0 0 0 0 6
3SD1_A 0.85 0.76 0.96 22 1510 1 0 1 0 7
4AOB_A 0.89 0.79 1.00 23 1414 2 0 0 2 6
4ENB_A 0.77 0.60 1.00 9 463 0 0 0 0 6
4ENC_A 0.68 0.47 1.00 7 489 0 0 0 0 8

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Performance of Cylofold - scored lower in this pairwise comparison

1. Total counts & total scores for Cylofold

Total Base Pair Counts
Total TP 131
Total TN 14235
Total FP 55
Total FP CONTRA 16
Total FP INCONS 26
Total FP COMP 13
Total FN 53
Total Scores
MCC 0.731
Average MCC ± 95% Confidence Intervals 0.754 ± 0.230
Sensitivity 0.712
Positive Predictive Value 0.757
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3O58_3 0.42 0.50 0.35 11 4733 30 9 11 10 11
3PDR_A 0.86 0.78 0.95 39 4799 4 1 1 2 11
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.71 0.69 0.74 20 1506 7 2 5 0 9
4AOB_A 0.42 0.38 0.48 11 1414 13 3 9 1 18
4ENB_A 1.00 1.00 1.00 15 457 0 0 0 0 0
4ENC_A 0.97 1.00 0.94 15 480 1 1 0 0 0

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