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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidAlifold(seed) - scored higher in this pairwise comparison

  4. Performance of TurboFold(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for CentroidAlifold(seed) & TurboFold(seed) [.zip] - may take several seconds...


Overview

Metric CentroidAlifold(seed) TurboFold(seed)
MCC 0.627 > 0.517
Average MCC ± 95% Confidence Intervals 0.565 ± 0.209 > 0.510 ± 0.236
Sensitivity 0.403 < 0.422
Positive Predictive Value 0.981 > 0.642
Total TP 106 < 111
Total TN 33452 > 33387
Total FP 5 < 72
Total FP CONTRA 0 < 8
Total FP INCONS 2 < 54
Total FP COMP 3 < 10
Total FN 157 > 152
P-value 0.0

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Performance plots


  1. Comparison of performance of CentroidAlifold(seed) and TurboFold(seed). 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 CentroidAlifold(seed) and TurboFold(seed)).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(seed) and TurboFold(seed). 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 CentroidAlifold(seed) and TurboFold(seed)).

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Performance of CentroidAlifold(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidAlifold(seed)

Total Base Pair Counts
Total TP 106
Total TN 33452
Total FP 5
Total FP CONTRA 0
Total FP INCONS 2
Total FP COMP 3
Total FN 157
Total Scores
MCC 0.627
Average MCC ± 95% Confidence Intervals 0.565 ± 0.209
Sensitivity 0.403
Positive Predictive Value 0.981
Nr of predictions 8

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2. Individual counts for CentroidAlifold(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.00 0.00 0.00 0 1540 0 0 0 0 20
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.71 0.52 0.96 22 3893 1 0 1 0 20
4A1C_2 0.46 0.24 0.89 8 11772 3 0 1 2 25
4A1C_3 0.54 0.30 1.00 16 7124 0 0 0 0 38
4AOB_A 0.75 0.57 1.00 24 4347 1 0 0 1 18
4ENB_A 0.65 0.42 1.00 8 1267 0 0 0 0 11
4ENC_A 0.65 0.42 1.00 8 1318 0 0 0 0 11

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Performance of TurboFold(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for TurboFold(seed)

Total Base Pair Counts
Total TP 111
Total TN 33387
Total FP 72
Total FP CONTRA 8
Total FP INCONS 54
Total FP COMP 10
Total FN 152
Total Scores
MCC 0.517
Average MCC ± 95% Confidence Intervals 0.510 ± 0.236
Sensitivity 0.422
Positive Predictive Value 0.642
Nr of predictions 8

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2. Individual counts for TurboFold(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A -0.01 0.00 0.00 0 1525 15 2 13 0 20
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.59 0.48 0.74 20 3889 7 1 6 0 22
4A1C_2 0.15 0.15 0.15 5 11748 37 3 25 9 28
4A1C_3 0.69 0.57 0.84 31 7103 6 0 6 0 23
4AOB_A 0.56 0.40 0.77 17 4349 6 1 4 1 25
4ENB_A 0.69 0.47 1.00 9 1266 0 0 0 0 10
4ENC_A 0.65 0.47 0.90 9 1316 1 1 0 0 10

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