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Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of Mastr(seed) - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(20) Mastr(seed)
MCC 0.396 > 0.000
Average MCC ± 95% Confidence Intervals 0.398 ± 0.370 > 0.000 ± 0.000
Sensitivity 0.359 > 0.000
Positive Predictive Value 0.438 > 0.000
Total TP 358 > 0
Total TN 3571985 < 3572803
Total FP 599 > 0
Total FP CONTRA 87 > 0
Total FP INCONS 373 > 0
Total FP COMP 139 > 0
Total FN 638 < 996
P-value 0.0

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Performance plots


  1. Comparison of performance of MXScarna(20) and Mastr(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 MXScarna(20) and Mastr(seed)).

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

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

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

Total Base Pair Counts
Total TP 358
Total TN 3571985
Total FP 599
Total FP CONTRA 87
Total FP INCONS 373
Total FP COMP 139
Total FN 638
Total Scores
MCC 0.396
Average MCC ± 95% Confidence Intervals 0.398 ± 0.370
Sensitivity 0.359
Positive Predictive Value 0.438
Nr of predictions 2

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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
CRW_00306 0.43 0.40 0.46 183 1445453 276 47 167 62 279
CRW_00379 0.37 0.33 0.42 175 2126532 323 40 206 77 359

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

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

Total Base Pair Counts
Total TP 0
Total TN 3572803
Total FP 0
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 0
Total FN 996
Total Scores
MCC 0.000
Average MCC ± 95% Confidence Intervals 0.000 ± 0.000
Sensitivity 0.000
Positive Predictive Value 0.000
Nr of predictions 2

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00306 0.00 0.00 0.00 0 1445850 0 0 0 0 462
CRW_00379 0.00 0.00 0.00 0 2126953 0 0 0 0 534

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