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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of ContextFold - scored higher in this pairwise comparison

  4. Performance of Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for ContextFold & Vsfold4 [.zip] - may take several seconds...


Overview

Metric ContextFold Vsfold4
MCC 0.662 > 0.461
Average MCC ± 95% Confidence Intervals 0.676 ± 0.208 > 0.477 ± 0.268
Sensitivity 0.608 > 0.446
Positive Predictive Value 0.731 > 0.492
Total TP 79 > 58
Total TN 9028 > 9018
Total FP 44 < 74
Total FP CONTRA 6 < 14
Total FP INCONS 23 < 46
Total FP COMP 15 > 14
Total FN 51 < 72
P-value 0.0

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Performance plots


  1. Comparison of performance of ContextFold 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 ContextFold and Vsfold4).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for ContextFold 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 ContextFold and Vsfold4).

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Performance of ContextFold - scored higher in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 79
Total TN 9028
Total FP 44
Total FP CONTRA 6
Total FP INCONS 23
Total FP COMP 15
Total FN 51
Total Scores
MCC 0.662
Average MCC ± 95% Confidence Intervals 0.676 ± 0.208
Sensitivity 0.608
Positive Predictive Value 0.731
Nr of predictions 7

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.58 0.56 0.63 10 512 6 0 6 0 8
3J0L_a - 0.80 0.73 0.89 8 402 2 0 1 1 3
3U4M_B - 0.98 0.95 1.00 21 1255 0 0 0 0 1
4A1C_2 0.26 0.25 0.28 5 4498 26 3 10 13 15
4AOB_A 0.62 0.59 0.68 17 1412 9 2 6 1 12
4ENB_A 0.77 0.60 1.00 9 463 0 0 0 0 6
4ENC_A 0.73 0.60 0.90 9 486 1 1 0 0 6

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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 58
Total TN 9018
Total FP 74
Total FP CONTRA 14
Total FP INCONS 46
Total FP COMP 14
Total FN 72
Total Scores
MCC 0.461
Average MCC ± 95% Confidence Intervals 0.477 ± 0.268
Sensitivity 0.446
Positive Predictive Value 0.492
Nr of predictions 7

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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
3J0L_a - 0.39 0.36 0.44 4 402 6 4 1 1 7
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
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.