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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Pknots NanoFolder
MCC 0.468 > 0.427
Average MCC ± 95% Confidence Intervals 0.531 ± 0.426 > 0.470 ± 0.376
Sensitivity 0.500 < 0.519
Positive Predictive Value 0.452 > 0.365
Total TP 52 < 54
Total TN 8138 > 8105
Total FP 80 < 113
Total FP CONTRA 19 < 31
Total FP INCONS 44 < 63
Total FP COMP 17 < 19
Total FN 52 > 50
P-value 0.0

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Performance plots


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

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

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Performance of Pknots - scored higher in this pairwise comparison

1. Total counts & total scores for Pknots

Total Base Pair Counts
Total TP 52
Total TN 8138
Total FP 80
Total FP CONTRA 19
Total FP INCONS 44
Total FP COMP 17
Total FN 52
Total Scores
MCC 0.468
Average MCC ± 95% Confidence Intervals 0.531 ± 0.426
Sensitivity 0.500
Positive Predictive Value 0.452
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.83 0.83 0.83 15 510 3 2 1 0 3
3U4M_B - 0.33 0.36 0.32 8 1251 17 4 13 0 14
4A1C_2 0.33 0.40 0.29 8 4488 36 9 11 16 12
4AOB_A 0.19 0.21 0.21 6 1409 23 3 19 1 23
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.