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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 Multilign(seed) - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(20) Multilign(seed)
MCC 0.652 > 0.631
Average MCC ± 95% Confidence Intervals 0.661 ± 0.138 > 0.641 ± 0.275
Sensitivity 0.542 > 0.492
Positive Predictive Value 0.790 < 0.817
Total TP 64 > 58
Total TN 10417 < 10427
Total FP 18 > 14
Total FP CONTRA 2 > 1
Total FP INCONS 15 > 12
Total FP COMP 1 = 1
Total FN 54 < 60
P-value 0.0

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Performance plots


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

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for MXScarna(20) and Multilign(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 Multilign(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 64
Total TN 10417
Total FP 18
Total FP CONTRA 2
Total FP INCONS 15
Total FP COMP 1
Total FN 54
Total Scores
MCC 0.652
Average MCC ± 95% Confidence Intervals 0.661 ± 0.138
Sensitivity 0.542
Positive Predictive Value 0.790
Nr of predictions 3

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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
3RKF_A 0.72 0.53 1.00 18 2193 0 0 0 0 16
3SD1_A 0.63 0.55 0.74 23 3885 8 2 6 0 19
4AOB_A 0.62 0.55 0.72 23 4339 10 0 9 1 19

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

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

Total Base Pair Counts
Total TP 58
Total TN 10427
Total FP 14
Total FP CONTRA 1
Total FP INCONS 12
Total FP COMP 1
Total FN 60
Total Scores
MCC 0.631
Average MCC ± 95% Confidence Intervals 0.641 ± 0.275
Sensitivity 0.492
Positive Predictive Value 0.817
Nr of predictions 3

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.55 0.45 0.68 19 3888 9 1 8 0 23
4AOB_A 0.61 0.45 0.83 19 4348 5 0 4 1 23

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