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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CRWrnafold NanoFolder
MCC 0.550 > 0.304
Average MCC ± 95% Confidence Intervals 0.518 ± 0.369 > 0.353 ± 0.351
Sensitivity 0.512 > 0.343
Positive Predictive Value 0.599 > 0.281
Total TP 85 > 57
Total TN 18887 > 18826
Total FP 64 < 159
Total FP CONTRA 9 < 22
Total FP INCONS 48 < 124
Total FP COMP 7 < 13
Total FN 81 < 109
P-value 0.0

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Performance plots


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

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

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Performance of CRWrnafold - scored higher in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 85
Total TN 18887
Total FP 64
Total FP CONTRA 9
Total FP INCONS 48
Total FP COMP 7
Total FN 81
Total Scores
MCC 0.550
Average MCC ± 95% Confidence Intervals 0.518 ± 0.369
Sensitivity 0.512
Positive Predictive Value 0.599
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00571 0.85 0.76 0.95 19 3301 1 1 0 0 6
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00851 - 0.42 0.39 0.47 16 4719 18 4 14 0 25
PDB_01009 0.90 0.90 0.90 19 2464 4 0 2 2 2
RFA_00770 -0.01 0.00 0.00 0 2002 17 1 13 3 18
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00808 -0.01 0.00 0.00 0 2000 18 2 14 2 16

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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 57
Total TN 18826
Total FP 159
Total FP CONTRA 22
Total FP INCONS 124
Total FP COMP 13
Total FN 109
Total Scores
MCC 0.304
Average MCC ± 95% Confidence Intervals 0.353 ± 0.351
Sensitivity 0.343
Positive Predictive Value 0.281
Nr of predictions 7

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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
PDB_00571 -0.01 0.00 0.00 0 3286 36 6 29 1 25
PDB_00828 0.30 0.33 0.28 9 2453 23 0 23 0 18
PDB_00851 - 0.16 0.17 0.17 7 4711 35 3 32 0 34
PDB_01009 0.27 0.33 0.23 7 2455 25 3 20 2 14
RFA_00770 -0.01 0.00 0.00 0 1996 24 0 20 4 18
RFA_00773 0.93 1.00 0.86 18 1932 9 3 0 6 0
RFA_00808 0.83 1.00 0.70 16 1993 7 7 0 0 0

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