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Table 9 COTH classification results of Logistic Regression (LR) and Support Vector Machine (SVM)

From: Referral paths in the U.S. physician network

LR 2006 2007 2008 2009 2010 2011 average F-score
Recall 0.844 0.902 0.805 0.882 0.830 0.792  
Precision 0.704 0.712 0.733 0.667 0.780 0.792  
F-score 0.768 0.796 0.767 0.759 0.804 0.792 0.781
SVM        
Recall 0.791 0.762 0.717 0.774 0.825 0.914  
Precision 0.756 0.780 0.805 0.750 0.750 0.762  
F-score 0.773 0.771 0.759 0.762 0.786 0.831 0.780
  1. They are the best two models in terms of average F-score in 2006-2011