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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 Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(seed) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Vsfold5
MCC 0.828 > 0.451
Average MCC ± 95% Confidence Intervals 0.777 ± 0.178 > 0.498 ± 0.346
Sensitivity 0.772 > 0.468
Positive Predictive Value 0.892 > 0.449
Total TP 132 > 80
Total TN 12516 > 12486
Total FP 42 < 116
Total FP CONTRA 3 < 24
Total FP INCONS 13 < 74
Total FP COMP 26 > 18
Total FN 39 < 91
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and Vsfold5. 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 Vsfold5).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Vsfold5. 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 Vsfold5).

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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 132
Total TN 12516
Total FP 42
Total FP CONTRA 3
Total FP INCONS 13
Total FP COMP 26
Total FN 39
Total Scores
MCC 0.828
Average MCC ± 95% Confidence Intervals 0.777 ± 0.178
Sensitivity 0.772
Positive Predictive Value 0.892
Nr of predictions 8

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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
3J16_L 1.00 1.00 1.00 21 1138 1 0 0 1 0
3UZL_B 0.93 0.88 1.00 14 1279 8 0 0 8 2
4A1C_3 1.00 1.00 1.00 37 2726 2 0 0 2 0
4A1C_2 0.79 0.75 0.83 15 4498 12 1 2 9 5
4AOB_A 0.85 0.79 0.92 23 1412 4 0 2 2 6
4ENB_A 0.61 0.53 0.73 8 461 5 1 2 2 7
4ENC_A 0.61 0.53 0.73 8 485 5 1 2 2 7

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Performance of Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 80
Total TN 12486
Total FP 116
Total FP CONTRA 24
Total FP INCONS 74
Total FP COMP 18
Total FN 91
Total Scores
MCC 0.451
Average MCC ± 95% Confidence Intervals 0.498 ± 0.346
Sensitivity 0.468
Positive Predictive Value 0.449
Nr of predictions 8

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2. Individual counts for Vsfold5 [ 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 0 515 13 0 13 0 18
3J16_L 0.98 0.95 1.00 20 1139 0 0 0 0 1
3UZL_B 0.24 0.31 0.20 5 1268 20 9 11 0 11
4A1C_3 0.29 0.30 0.31 11 2727 26 4 21 1 26
4A1C_2 0.33 0.40 0.28 8 4487 37 8 13 16 12
4AOB_A 0.21 0.21 0.25 6 1413 19 2 16 1 23
4ENB_A 1.00 1.00 1.00 15 457 0 0 0 0 0
4ENC_A 0.97 1.00 0.94 15 480 1 1 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.