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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidHomfold‑LAST Vsfold4
MCC 0.635 > 0.478
Average MCC ± 95% Confidence Intervals 0.574 ± 0.299 > 0.497 ± 0.236
Sensitivity 0.552 > 0.464
Positive Predictive Value 0.743 > 0.509
Total TP 101 > 85
Total TN 11399 > 11368
Total FP 50 < 96
Total FP CONTRA 10 < 19
Total FP INCONS 25 < 63
Total FP COMP 15 > 14
Total FN 82 < 98
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Vsfold4).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Vsfold4).

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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 101
Total TN 11399
Total FP 50
Total FP CONTRA 10
Total FP INCONS 25
Total FP COMP 15
Total FN 82
Total Scores
MCC 0.635
Average MCC ± 95% Confidence Intervals 0.574 ± 0.299
Sensitivity 0.552
Positive Predictive Value 0.743
Nr of predictions 9

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2. Individual counts for CentroidHomfold‑LAST [ 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 0 517 11 0 11 0 18
3J0L_a - -0.01 0.00 0.00 0 408 3 1 2 0 11
3RKF_A 0.86 0.75 1.00 18 848 0 0 0 0 6
3SD1_A 0.77 0.66 0.90 19 1512 2 1 1 0 10
3U4M_B - 0.78 0.73 0.84 16 1257 4 0 3 1 6
4A1C_2 0.24 0.25 0.24 5 4495 29 8 8 13 15
4AOB_A 0.85 0.72 1.00 21 1416 1 0 0 1 8
4ENB_A 0.85 0.73 1.00 11 461 0 0 0 0 4
4ENC_A 0.85 0.73 1.00 11 485 0 0 0 0 4

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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 85
Total TN 11368
Total FP 96
Total FP CONTRA 19
Total FP INCONS 63
Total FP COMP 14
Total FN 98
Total Scores
MCC 0.478
Average MCC ± 95% Confidence Intervals 0.497 ± 0.236
Sensitivity 0.464
Positive Predictive Value 0.509
Nr of predictions 9

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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
3RKF_A 0.91 0.83 1.00 20 846 0 0 0 0 4
3SD1_A 0.23 0.24 0.24 7 1504 22 5 17 0 22
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.