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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of RNASampler(seed) - scored higher in this pairwise comparison

  4. Performance of PETfold_pre2.0(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for RNASampler(seed) & PETfold_pre2.0(20) [.zip] - may take several seconds...


Overview

Metric RNASampler(seed) PETfold_pre2.0(20)
MCC 0.310 > 0.193
Average MCC ± 95% Confidence Intervals 0.310 ± > 0.193 ±
Sensitivity 0.242 > 0.152
Positive Predictive Value 0.400 > 0.250
Total TP 8 > 5
Total TN 11761 = 11761
Total FP 20 < 25
Total FP CONTRA 0 = 0
Total FP INCONS 12 < 15
Total FP COMP 8 < 10
Total FN 25 < 28
P-value 0.0

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Performance plots


  1. Comparison of performance of RNASampler(seed) and PETfold_pre2.0(20). 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 RNASampler(seed) and PETfold_pre2.0(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for RNASampler(seed) and PETfold_pre2.0(20). 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 RNASampler(seed) and PETfold_pre2.0(20)).

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Performance of RNASampler(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for RNASampler(seed)

Total Base Pair Counts
Total TP 8
Total TN 11761
Total FP 20
Total FP CONTRA 0
Total FP INCONS 12
Total FP COMP 8
Total FN 25
Total Scores
MCC 0.310
Average MCC ± 95% Confidence Intervals 0.310 ±
Sensitivity 0.242
Positive Predictive Value 0.400
Nr of predictions 1

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2. Individual counts for RNASampler(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_2 0.31 0.24 0.40 8 11761 20 0 12 8 25

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Performance of PETfold_pre2.0(20) - scored lower in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

Total Base Pair Counts
Total TP 5
Total TN 11761
Total FP 25
Total FP CONTRA 0
Total FP INCONS 15
Total FP COMP 10
Total FN 28
Total Scores
MCC 0.193
Average MCC ± 95% Confidence Intervals 0.193 ±
Sensitivity 0.152
Positive Predictive Value 0.250
Nr of predictions 1

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2. Individual counts for PETfold_pre2.0(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_2 0.19 0.15 0.25 5 11761 25 0 15 10 28

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