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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric IPknot NanoFolder
MCC 0.530 > 0.427
Average MCC ± 95% Confidence Intervals 0.527 ± 0.311 > 0.470 ± 0.376
Sensitivity 0.510 < 0.519
Positive Predictive Value 0.564 > 0.365
Total TP 53 < 54
Total TN 8159 > 8105
Total FP 51 < 113
Total FP CONTRA 14 < 31
Total FP INCONS 27 < 63
Total FP COMP 10 < 19
Total FN 51 > 50
P-value 0.0

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Performance plots


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

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

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Performance of IPknot - scored higher in this pairwise comparison

1. Total counts & total scores for IPknot

Total Base Pair Counts
Total TP 53
Total TN 8159
Total FP 51
Total FP CONTRA 14
Total FP INCONS 27
Total FP COMP 10
Total FN 51
Total Scores
MCC 0.530
Average MCC ± 95% Confidence Intervals 0.527 ± 0.311
Sensitivity 0.510
Positive Predictive Value 0.564
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.41 0.33 0.55 6 517 5 1 4 0 12
3U4M_B - 0.91 0.91 0.91 20 1254 3 2 0 1 2
4A1C_2 0.23 0.25 0.22 5 4493 26 8 10 8 15
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENC_A 0.59 0.53 0.67 8 484 4 0 4 0 7

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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.