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Table 1 Average ROC Scores with standard deviation, precision and recall for various comorbidity ranges

From: Prediction of missing common genes for disease pairs using network based module separation on incomplete human interactome

 

Comorbidity Range

0-8000

0-1

1-2

2-3

>3

Number of Disease Pairs

605

133

248

76

148

Average ROC Score (Shortest Distance)

0.947

0.966

0.950

0.952

0.920

Stddev (Shortest Distance)

0.094

0.063

0.089

0.072

0.124

Average ROC Score (Average Distance)

0.491

0.513

0.495

0.508

0.458

Stdev (Average Distance)

0.279

0.279

0.288

0.269

0.269

Average ROC Score (Randomization)

0.601

0.606

0.614

0.555

0.599

Stedev (Randomization)

0.278

0.282

0.287

0.258

0.2468

Average Precision (Shortest Distance)

0.88

0.88

0.85

0.89

0.96

Stddev (Shortest Distance)

0.27

0.28

0.31

0.25

0.15

Average Precision (Average Distance)

0.72

0.72

0.71

0.69

0.64

Stdev (Average Distance)

0.311

0.31

0.32

0.33

0.30

Average Precision (Randomization)

0.66

0.70

0.63

0.66

0.72

Stedev (Randomization)

0.29

0.28

0.29

0.30

0.29

Average Recall (Shortest Distance)

0.91

0.94

0.93

0.93

0.88

Stddev (Shortest Distance)

0.13

0.11

0.13

0.09

0.16

Average Recall (Average Distance)

0.69

0.72

0.70

0.70

0.64

Stdev (Average Distance)

0.30

0.28

0.30

0.31

0.30

Average Recall (Randomization)

0.78

0.80

0.79

0.73

0.76

Stedev (Randomization)

0.26

0.25

0.26

0.26

0.25