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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 0.582 > 0.429
Average MCC ± 95% Confidence Intervals 0.601 ± 0.156 > 0.428 ± 0.128
Sensitivity 0.473 > 0.246
Positive Predictive Value 0.723 < 0.756
Total TP 185 > 96
Total TN 53056 < 53185
Total FP 84 > 32
Total FP CONTRA 9 > 2
Total FP INCONS 62 > 29
Total FP COMP 13 > 1
Total FN 206 < 295
P-value 1.12262428713e-08

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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 185
Total TN 53056
Total FP 84
Total FP CONTRA 9
Total FP INCONS 62
Total FP COMP 13
Total FN 206
Total Scores
MCC 0.582
Average MCC ± 95% Confidence Intervals 0.601 ± 0.156
Sensitivity 0.473
Positive Predictive Value 0.723
Nr of predictions 11

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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
3W3S_B 0.44 0.38 0.52 15 4724 15 0 14 1 25
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
4FRG_B 0.81 0.66 1.00 21 3465 0 0 0 0 11
4FRN_A 0.20 0.14 0.31 5 5135 11 2 9 0 31

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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 96
Total TN 53185
Total FP 32
Total FP CONTRA 2
Total FP INCONS 29
Total FP COMP 1
Total FN 295
Total Scores
MCC 0.429
Average MCC ± 95% Confidence Intervals 0.428 ± 0.128
Sensitivity 0.246
Positive Predictive Value 0.756
Nr of predictions 11

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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
3W3S_B 0.41 0.23 0.75 9 4741 3 0 3 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
4FRG_B 0.15 0.09 0.25 3 3474 9 0 9 0 29
4FRN_A 0.58 0.39 0.88 14 5135 2 1 1 0 22

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