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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 Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(seed) & Vsfold4 [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Vsfold4
MCC 0.828 > 0.508
Average MCC ± 95% Confidence Intervals 0.777 ± 0.178 > 0.548 ± 0.278
Sensitivity 0.772 > 0.491
Positive Predictive Value 0.892 > 0.538
Total TP 132 > 84
Total TN 12516 > 12508
Total FP 42 < 90
Total FP CONTRA 3 < 14
Total FP INCONS 13 < 58
Total FP COMP 26 > 18
Total FN 39 < 87
P-value 0.0

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and Vsfold4. 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 Vsfold4).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and Vsfold4. 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 Vsfold4).

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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 Vsfold4 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 84
Total TN 12508
Total FP 90
Total FP CONTRA 14
Total FP INCONS 58
Total FP COMP 18
Total FN 87
Total Scores
MCC 0.508
Average MCC ± 95% Confidence Intervals 0.548 ± 0.278
Sensitivity 0.491
Positive Predictive Value 0.538
Nr of predictions 8

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2. Individual counts for Vsfold4 [ 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 0.66 0.69 0.65 11 1276 10 3 3 4 5
4A1C_3 0.29 0.30 0.31 11 2727 26 4 21 1 26
4A1C_2 0.36 0.40 0.33 8 4492 28 4 12 12 12
4AOB_A 0.50 0.48 0.54 14 1411 13 3 9 1 15
4ENB_A 0.85 0.73 1.00 11 461 0 0 0 0 4
4ENC_A 0.77 0.60 1.00 9 487 0 0 0 0 6

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