. Author manuscript; available in PMC: 2016 Aug 8.

Published in final edited form as: J Biomed Inform. 2015 Jul 2;58(Suppl):S133–S142. doi: 10.1016/j.jbi.2015.06.014

Table 11.

Micro measures for black box evaluation of the full system on both internal and official test sets. The CRF part of risk factor identification uses the Simple+PP+OAI setting. MED = evaluation restricted to medications only. MEDLex = with new medical lexicon method. Bold font highlights the best results in two compared experiments

Experiment	Evaluation	Internal test			Official test

		P	R	F	P	R	F
+MEDLex	Black box, MED	.864	.774	.817	.860	.814	.836
+MEDLex	Black box, MED	.849	.972	.907	.836	.965	.896

+MEDLex	Black box, all	.875	.809	.841	.881	.833	.857
+MEDLex	Black box, all	.865	.907	.886	.864	.909	.886