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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