Developing a portable natural language processing based phenotyping system

Table 6 The classification results without family history on 15 types of selected CUIs

	P-Micro	P-Macro	R-Micro	R-Macro	F-Micro	F-Macro
Intuitive
LR	0.9024	0.6040	0.9024	0.5763	0.9024	0.5874
SVM	0.9077	0.6055	0.9077	0.5831	0.9077	0.5924
DT	0.9299	0.6131	0.9299	0.6129	0.9299	0.6130
RF	0.8784	0.5849	0.8784	0.5559	0.8784	0.5671
Textual
LR	0.9145	0.4560	0.9145	0.4410	0.9145	0.4472
SVM	0.9227	0.5832	0.9227	0.4532	0.9227	0.4607
DT	0.9452	0.4878	0.9452	0.4785	0.9452	0.4807
RF	0.8830	0.4353	0.8830	0.4195	0.8830	0.4258

ISSN: 1472-6947