Developing a portable natural language processing based phenotyping system

Table 4 The classification results without family history related CUIs

	P-Micro	P-Macro	R-Micro	R-Macro	F-Micro	F-Macro
Intuitive
LR	0.8716	0.5794	0.8716	0.5503	0.8716	0.5615
SVM	0.8735	0.5780	0.8735	0.5546	0.8735	0.5640
DT	0.9331	0.6159	0.9331	0.6149	0.9331	0.6154
RF	0.8627	0.5685	0.8627	0.5462	0.8627	0.5551
Textual
LR	0.8836	0.4372	0.8836	0.4189	0.8836	0.4262
SVM	0.8895	0.4391	0.8895	0.4248	0.8895	0.4306
DT	0.9475	0.5284	0.9475	0.5199	0.9475	0.5238
RF	0.8618	0.4210	0.8618	0.4049	0.8618	0.4112

ISSN: 1472-6947