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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

  4. Performance of RNASampler(seed) - scored lower in this pairwise comparison

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


Overview

Metric PETfold_pre2.0(seed) RNASampler(seed)
MCC 0.630 > 0.232
Average MCC ± 95% Confidence Intervals 0.601 ± 2.403 > 0.186 ± 2.685
Sensitivity 0.553 > 0.211
Positive Predictive Value 0.724 > 0.267
Total TP 21 > 8
Total TN 5015 > 5014
Total FP 17 < 30
Total FP CONTRA 1 < 4
Total FP INCONS 7 < 18
Total FP COMP 9 > 8
Total FN 17 < 30
P-value 0.0

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Performance plots


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

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

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 21
Total TN 5015
Total FP 17
Total FP CONTRA 1
Total FP INCONS 7
Total FP COMP 9
Total FN 17
Total Scores
MCC 0.630
Average MCC ± 95% Confidence Intervals 0.601 ± 2.403
Sensitivity 0.553
Positive Predictive Value 0.724
Nr of predictions 2

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2. Individual counts for PETfold_pre2.0(seed) [ 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 0 5 0 12
4A1C_2 0.79 0.75 0.83 15 4498 12 1 2 9 5

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

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

Total Base Pair Counts
Total TP 8
Total TN 5014
Total FP 30
Total FP CONTRA 4
Total FP INCONS 18
Total FP COMP 8
Total FN 30
Total Scores
MCC 0.232
Average MCC ± 95% Confidence Intervals 0.186 ± 2.685
Sensitivity 0.211
Positive Predictive Value 0.267
Nr of predictions 2

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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
2LC8_A -0.03 0.00 0.00 0 518 10 0 10 0 18
4A1C_2 0.40 0.40 0.40 8 4496 20 4 8 8 12

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