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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Cylofold - scored higher in this pairwise comparison

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

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


Overview

Metric Cylofold MXScarna(20)
MCC 0.731 > 0.730
Average MCC ± 95% Confidence Intervals 0.754 ± 0.230 > 0.675 ± 0.178
Sensitivity 0.712 > 0.668
Positive Predictive Value 0.757 < 0.804
Total TP 131 > 123
Total TN 14235 < 14255
Total FP 55 > 50
Total FP CONTRA 16 > 15
Total FP INCONS 26 > 15
Total FP COMP 13 < 20
Total FN 53 < 61
P-value 0.0

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Performance plots


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

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

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Performance of Cylofold - scored higher 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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Performance of MXScarna(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 123
Total TN 14255
Total FP 50
Total FP CONTRA 15
Total FP INCONS 15
Total FP COMP 20
Total FN 61
Total Scores
MCC 0.730
Average MCC ± 95% Confidence Intervals 0.675 ± 0.178
Sensitivity 0.668
Positive Predictive Value 0.804
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3O58_3 0.62 0.59 0.65 13 4744 18 5 2 11 9
3PDR_A 0.85 0.82 0.89 41 4794 9 2 3 4 9
3RKF_A 0.86 0.75 1.00 18 848 0 0 0 0 6
3SD1_A 0.74 0.76 0.73 22 1503 9 6 2 1 7
4AOB_A 0.68 0.69 0.69 20 1408 13 2 7 4 9
4ENB_A 0.29 0.13 0.67 2 469 1 0 1 0 13
4ENC_A 0.68 0.47 1.00 7 489 0 0 0 0 8

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