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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Multilign(seed) - scored higher in this pairwise comparison

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

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


Overview

Metric Multilign(seed) RSpredict(seed)
MCC 0.593 > 0.364
Average MCC ± 95% Confidence Intervals 0.567 ± 0.439 > 0.323 ± 0.404
Sensitivity 0.475 > 0.215
Positive Predictive Value 0.750 > 0.630
Total TP 75 > 34
Total TN 12928 < 12974
Total FP 26 > 20
Total FP CONTRA 2 > 0
Total FP INCONS 23 > 20
Total FP COMP 1 > 0
Total FN 83 < 124
P-value 0.0

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Performance plots


  1. Comparison of performance of Multilign(seed) and RSpredict(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 Multilign(seed) and RSpredict(seed)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(seed) and RSpredict(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 Multilign(seed) and RSpredict(seed)).

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

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

Total Base Pair Counts
Total TP 75
Total TN 12928
Total FP 26
Total FP CONTRA 2
Total FP INCONS 23
Total FP COMP 1
Total FN 83
Total Scores
MCC 0.593
Average MCC ± 95% Confidence Intervals 0.567 ± 0.439
Sensitivity 0.475
Positive Predictive Value 0.750
Nr of predictions 5

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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
2L94_A 0.92 0.85 1.00 17 973 0 0 0 0 3
2LC8_A -0.01 0.00 0.00 0 1528 12 1 11 0 20
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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Performance of RSpredict(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 34
Total TN 12974
Total FP 20
Total FP CONTRA 0
Total FP INCONS 20
Total FP COMP 0
Total FN 124
Total Scores
MCC 0.364
Average MCC ± 95% Confidence Intervals 0.323 ± 0.404
Sensitivity 0.215
Positive Predictive Value 0.630
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.57 0.50 0.67 10 975 5 0 5 0 10
2LC8_A -0.01 0.00 0.00 0 1527 13 0 13 0 20
3RKF_A 0.71 0.53 0.95 18 2192 1 0 1 0 16
3SD1_A 0.00 0.00 0.00 0 3916 0 0 0 0 42
4AOB_A 0.35 0.14 0.86 6 4364 1 0 1 0 36

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