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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of McQFold - scored higher in this pairwise comparison

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

  5. Compile and download dataset for McQFold & NanoFolder [.zip] - may take several seconds...


Overview

Metric McQFold NanoFolder
MCC 0.603 > 0.427
Average MCC ± 95% Confidence Intervals 0.650 ± 0.404 > 0.470 ± 0.376
Sensitivity 0.625 > 0.519
Positive Predictive Value 0.591 > 0.365
Total TP 65 > 54
Total TN 8143 > 8105
Total FP 54 < 113
Total FP CONTRA 16 < 31
Total FP INCONS 29 < 63
Total FP COMP 9 < 19
Total FN 39 < 50
P-value 0.0

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Performance plots


  1. Comparison of performance of McQFold 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 McQFold and NanoFolder).

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

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Performance of McQFold - scored higher in this pairwise comparison

1. Total counts & total scores for McQFold

Total Base Pair Counts
Total TP 65
Total TN 8143
Total FP 54
Total FP CONTRA 16
Total FP INCONS 29
Total FP COMP 9
Total FN 39
Total Scores
MCC 0.603
Average MCC ± 95% Confidence Intervals 0.650 ± 0.404
Sensitivity 0.625
Positive Predictive Value 0.591
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.64 0.61 0.69 11 512 5 1 4 0 7
3U4M_B - 0.95 0.91 1.00 20 1256 2 0 0 2 2
4A1C_2 0.19 0.25 0.16 5 4484 33 11 16 6 15
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENC_A 0.97 1.00 0.94 15 480 1 1 0 0 0

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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 54
Total TN 8105
Total FP 113
Total FP CONTRA 31
Total FP INCONS 63
Total FP COMP 19
Total FN 50
Total Scores
MCC 0.427
Average MCC ± 95% Confidence Intervals 0.470 ± 0.376
Sensitivity 0.519
Positive Predictive Value 0.365
Nr of predictions 5

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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
2LC8_A 0.54 0.61 0.50 11 506 11 1 10 0 7
3U4M_B - 0.77 0.91 0.67 20 1246 12 6 4 2 2
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.