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Table 12 Classification results of GBDT for death1yr and PCI in 2007-2011

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

PCI

2007

2008

2009

2010

2011

Average F-score

Recall

0.703

0.700

0.702

0.695

0.694

 

Precision

0.572

0.574

0.585

0.597

0.607

 

F-score

0.631

0.630

0.638

0.642

0.647

0.638

death1yr

      

Recall

0.702

0.698

0.710

0.704

0.682

 

Precision

0.640

0.632

0.639

0.650

0.633

 

F-score

0.669

0.663

0.672

0.675

0.657

0.667