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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric PETfold_pre2.0(20) RNASLOpt
MCC 0.625 > 0.467
Average MCC ± 95% Confidence Intervals 0.581 ± 0.300 > 0.514 ± 0.309
Sensitivity 0.497 > 0.383
Positive Predictive Value 0.790 > 0.577
Total TP 83 > 64
Total TN 25788 > 25782
Total FP 33 < 53
Total FP CONTRA 0 < 11
Total FP INCONS 22 < 36
Total FP COMP 11 > 6
Total FN 84 < 103
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(20) and RNASLOpt. 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(20) and RNASLOpt).

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

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

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

Total Base Pair Counts
Total TP 83
Total TN 25788
Total FP 33
Total FP CONTRA 0
Total FP INCONS 22
Total FP COMP 11
Total FN 84
Total Scores
MCC 0.625
Average MCC ± 95% Confidence Intervals 0.581 ± 0.300
Sensitivity 0.497
Positive Predictive Value 0.790
Nr of predictions 5

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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_3 0.82 0.69 0.97 37 7102 1 0 1 0 17
4A1C_2 0.19 0.15 0.25 5 11761 25 0 15 10 28
4AOB_A 0.74 0.60 0.93 25 4344 3 0 2 1 17
4ENB_A 0.61 0.42 0.89 8 1266 1 0 1 0 11
4ENC_A 0.55 0.42 0.73 8 1315 3 0 3 0 11

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Performance of RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 64
Total TN 25782
Total FP 53
Total FP CONTRA 11
Total FP INCONS 36
Total FP COMP 6
Total FN 103
Total Scores
MCC 0.467
Average MCC ± 95% Confidence Intervals 0.514 ± 0.309
Sensitivity 0.383
Positive Predictive Value 0.577
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
4A1C_3 0.67 0.52 0.88 28 7108 4 0 4 0 26
4A1C_2 0.23 0.24 0.22 8 11744 35 8 21 6 25
4AOB_A 0.26 0.19 0.38 8 4350 13 2 11 0 34
4ENB_A 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.65 0.47 0.90 9 1316 1 1 0 0 10

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