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Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for Multilign(seed) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric Multilign(seed) Vsfold5
MCC 0.534 > 0.380
Average MCC ± 95% Confidence Intervals 0.487 ± 0.272 > 0.355 ± 0.302
Sensitivity 0.414 > 0.324
Positive Predictive Value 0.697 > 0.457
Total TP 115 > 90
Total TN 32130 > 32098
Total FP 52 < 116
Total FP CONTRA 8 < 10
Total FP INCONS 42 < 97
Total FP COMP 2 < 9
Total FN 163 < 188
P-value 0.0

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Performance plots


  1. Comparison of performance of Multilign(seed) and Vsfold5. 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 Multilign(seed) and Vsfold5).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(seed) and Vsfold5. 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 Multilign(seed) and Vsfold5).

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

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

Total Base Pair Counts
Total TP 115
Total TN 32130
Total FP 52
Total FP CONTRA 8
Total FP INCONS 42
Total FP COMP 2
Total FN 163
Total Scores
MCC 0.534
Average MCC ± 95% Confidence Intervals 0.487 ± 0.272
Sensitivity 0.414
Positive Predictive Value 0.697
Nr of predictions 8

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2. Individual counts for Multilign(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 1528 12 1 11 0 20
3J3E_8 0.13 0.09 0.19 3 7487 13 5 8 0 30
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.55 0.45 0.68 19 3888 9 1 8 0 23
3W3S_B 0.84 0.73 0.97 29 4723 2 0 1 1 11
4AOB_A 0.61 0.45 0.83 19 4348 5 0 4 1 23
4FRN_A 0.24 0.17 0.35 6 5134 11 1 10 0 30
4JF2_A 0.78 0.61 1.00 19 2831 0 0 0 0 12

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Performance of Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 90
Total TN 32098
Total FP 116
Total FP CONTRA 10
Total FP INCONS 97
Total FP COMP 9
Total FN 188
Total Scores
MCC 0.380
Average MCC ± 95% Confidence Intervals 0.355 ± 0.302
Sensitivity 0.324
Positive Predictive Value 0.457
Nr of predictions 8

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2. Individual counts for Vsfold5 [ 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 1527 13 0 13 0 20
3J3E_8 0.06 0.06 0.08 2 7477 31 5 19 7 31
3RKF_A 0.75 0.65 0.88 22 2186 3 0 3 0 12
3SD1_A 0.11 0.10 0.15 4 3890 22 0 22 0 38
3W3S_B 0.76 0.70 0.82 28 4719 7 1 5 1 12
4AOB_A 0.18 0.14 0.25 6 4347 19 1 17 1 36
4FRN_A 0.13 0.11 0.17 4 5128 19 2 17 0 32
4JF2_A 0.84 0.77 0.92 24 2824 2 1 1 0 7

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