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Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of NanoFolder - scored lower in this pairwise comparison

  5. Compile and download dataset for CentroidAlifold(20) & NanoFolder [.zip] - may take several seconds...


Overview

Metric CentroidAlifold(20) NanoFolder
MCC 0.780 > 0.389
Average MCC ± 95% Confidence Intervals 0.708 ± 0.433 > 0.405 ± 0.473
Sensitivity 0.683 > 0.475
Positive Predictive Value 0.896 > 0.331
Total TP 69 > 48
Total TN 9135 > 9067
Total FP 14 < 114
Total FP CONTRA 3 < 33
Total FP INCONS 5 < 64
Total FP COMP 6 < 17
Total FN 32 < 53
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidAlifold(20) and NanoFolder. 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 CentroidAlifold(20) and NanoFolder).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(20) and NanoFolder. 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 CentroidAlifold(20) and NanoFolder).

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

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

Total Base Pair Counts
Total TP 69
Total TN 9135
Total FP 14
Total FP CONTRA 3
Total FP INCONS 5
Total FP COMP 6
Total FN 32
Total Scores
MCC 0.780
Average MCC ± 95% Confidence Intervals 0.708 ± 0.433
Sensitivity 0.683
Positive Predictive Value 0.896
Nr of predictions 4

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2. Individual counts for CentroidAlifold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_3 0.93 0.92 0.94 34 2727 4 0 2 2 3
4A1C_2 0.33 0.25 0.45 5 4505 8 3 3 2 15
4AOB_A 0.89 0.79 1.00 23 1414 2 0 0 2 6
4ENC_A 0.68 0.47 1.00 7 489 0 0 0 0 8

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Performance of NanoFolder - scored lower in this pairwise comparison

1. Total counts & total scores for NanoFolder

Total Base Pair Counts
Total TP 48
Total TN 9067
Total FP 114
Total FP CONTRA 33
Total FP INCONS 64
Total FP COMP 17
Total FN 53
Total Scores
MCC 0.389
Average MCC ± 95% Confidence Intervals 0.405 ± 0.473
Sensitivity 0.475
Positive Predictive Value 0.331
Nr of predictions 4

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2. Individual counts for NanoFolder [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_3 0.58 0.68 0.51 25 2714 24 9 15 0 12
4A1C_2 -0.01 0.00 0.00 0 4469 61 18 29 14 20
4AOB_A 0.39 0.41 0.39 12 1406 20 4 15 1 17
4ENC_A 0.66 0.73 0.61 11 478 9 2 5 2 4

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