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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 MXScarna(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for CentroidHomfold‑LAST & MXScarna(20) [.zip] - may take several seconds...


Overview

Metric CentroidHomfold‑LAST MXScarna(20)
MCC 0.782 > 0.693
Average MCC ± 95% Confidence Intervals 0.791 ± 0.165 > 0.668 ± 0.195
Sensitivity 0.723 > 0.655
Positive Predictive Value 0.851 > 0.742
Total TP 149 > 135
Total TN 13422 > 13415
Total FP 45 < 79
Total FP CONTRA 9 < 16
Total FP INCONS 17 < 31
Total FP COMP 19 < 32
Total FN 57 < 71
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST and MXScarna(20). 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 MXScarna(20)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST and MXScarna(20). 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 MXScarna(20)).

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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 149
Total TN 13422
Total FP 45
Total FP CONTRA 9
Total FP INCONS 17
Total FP COMP 19
Total FN 57
Total Scores
MCC 0.782
Average MCC ± 95% Confidence Intervals 0.791 ± 0.165
Sensitivity 0.723
Positive Predictive Value 0.851
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
2L94_A 0.94 0.94 0.94 17 339 2 0 1 1 1
3AMU_B 0.95 0.95 0.95 18 1138 4 0 1 3 1
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
4A1C_2 0.24 0.25 0.24 5 4495 29 8 8 13 15
4A1C_3 0.80 0.78 0.83 29 2728 7 0 6 1 8
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 MXScarna(20) - scored lower in this pairwise comparison

1. Total counts & total scores for MXScarna(20)

Total Base Pair Counts
Total TP 135
Total TN 13415
Total FP 79
Total FP CONTRA 16
Total FP INCONS 31
Total FP COMP 32
Total FN 71
Total Scores
MCC 0.693
Average MCC ± 95% Confidence Intervals 0.668 ± 0.195
Sensitivity 0.655
Positive Predictive Value 0.742
Nr of predictions 9

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2. Individual counts for MXScarna(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.73 0.72 0.76 13 340 5 0 4 1 5
3AMU_B 1.00 1.00 1.00 19 1138 3 0 0 3 0
3RKF_A 0.86 0.75 1.00 18 848 0 0 0 0 6
3SD1_A 0.74 0.76 0.73 22 1503 9 6 2 1 7
4A1C_2 0.22 0.25 0.21 5 4492 36 8 11 17 15
4A1C_3 0.80 0.78 0.83 29 2728 12 0 6 6 8
4AOB_A 0.68 0.69 0.69 20 1408 13 2 7 4 9
4ENB_A 0.29 0.13 0.67 2 469 1 0 1 0 13
4ENC_A 0.68 0.47 1.00 7 489 0 0 0 0 8

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