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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 Murlet(seed) - scored lower in this pairwise comparison

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


Overview

Metric Cylofold Murlet(seed)
MCC 0.619 > 0.444
Average MCC ± 95% Confidence Intervals 0.646 ± 0.172 > 0.446 ± 0.160
Sensitivity 0.509 > 0.247
Positive Predictive Value 0.758 < 0.805
Total TP 144 > 70
Total TN 39732 < 39835
Total FP 58 > 18
Total FP CONTRA 7 > 1
Total FP INCONS 39 > 16
Total FP COMP 12 > 1
Total FN 139 < 213
P-value 0.0

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Performance plots


  1. Comparison of performance of Cylofold and Murlet(seed). 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 Murlet(seed)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Cylofold and Murlet(seed). 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 Murlet(seed)).

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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 144
Total TN 39732
Total FP 58
Total FP CONTRA 7
Total FP INCONS 39
Total FP COMP 12
Total FN 139
Total Scores
MCC 0.619
Average MCC ± 95% Confidence Intervals 0.646 ± 0.172
Sensitivity 0.509
Positive Predictive Value 0.758
Nr of predictions 8

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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
2LC8_A 0.61 0.55 0.69 11 1524 5 0 5 0 9
3O58_3 0.36 0.34 0.38 12 12371 29 5 15 9 23
3PDR_A 0.72 0.54 0.95 39 12839 4 0 2 2 33
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.62 0.50 0.78 21 3889 6 0 6 0 21
4AOB_A 0.35 0.26 0.48 11 4348 13 1 11 1 31
4ENB_A 0.89 0.79 1.00 15 1260 0 0 0 0 4
4ENC_A 0.86 0.79 0.94 15 1310 1 1 0 0 4

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Performance of Murlet(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for Murlet(seed)

Total Base Pair Counts
Total TP 70
Total TN 39835
Total FP 18
Total FP CONTRA 1
Total FP INCONS 16
Total FP COMP 1
Total FN 213
Total Scores
MCC 0.444
Average MCC ± 95% Confidence Intervals 0.446 ± 0.160
Sensitivity 0.247
Positive Predictive Value 0.805
Nr of predictions 8

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A -0.01 0.00 0.00 0 1528 12 0 12 0 20
3O58_3 0.45 0.20 1.00 7 12396 0 0 0 0 28
3PDR_A 0.44 0.19 1.00 14 12866 0 0 0 0 58
3RKF_A 0.53 0.35 0.80 12 2196 3 1 2 0 22
3SD1_A 0.47 0.26 0.85 11 3903 2 0 2 0 31
4AOB_A 0.58 0.33 1.00 14 4357 1 0 0 1 28
4ENB_A 0.56 0.32 1.00 6 1269 0 0 0 0 13
4ENC_A 0.56 0.32 1.00 6 1320 0 0 0 0 13

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