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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MXScarna(seed) TurboFold(seed)
MCC 0.574 > 0.517
Average MCC ± 95% Confidence Intervals 0.502 ± 0.211 < 0.510 ± 0.236
Sensitivity 0.452 > 0.422
Positive Predictive Value 0.735 > 0.642
Total TP 119 > 111
Total TN 33398 > 33387
Total FP 58 < 72
Total FP CONTRA 4 < 8
Total FP INCONS 39 < 54
Total FP COMP 15 > 10
Total FN 144 < 152
P-value 0.0

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 119
Total TN 33398
Total FP 58
Total FP CONTRA 4
Total FP INCONS 39
Total FP COMP 15
Total FN 144
Total Scores
MCC 0.574
Average MCC ± 95% Confidence Intervals 0.502 ± 0.211
Sensitivity 0.452
Positive Predictive Value 0.735
Nr of predictions 8

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2. Individual counts for MXScarna(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 1530 12 0 10 2 20
3RKF_A 0.72 0.53 1.00 18 2193 0 0 0 0 16
3SD1_A 0.63 0.55 0.74 23 3885 8 1 7 0 19
4A1C_2 0.35 0.24 0.50 8 11765 20 1 7 12 25
4A1C_3 0.75 0.65 0.88 35 7100 5 1 4 0 19
4AOB_A 0.66 0.55 0.79 23 4342 7 0 6 1 19
4ENB_A 0.48 0.32 0.75 6 1267 2 0 2 0 13
4ENC_A 0.43 0.32 0.60 6 1316 4 1 3 0 13

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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.