Prescription Function Prediction Using Topic Model and Multilabel Classifiers

Table 8

Average performance of topic model-based method.

Threshold	Labeled LDA			LPH
	Precision	Recall	Micro-F1	Precision	Recall	Micro-F1
	0.6102	0.1187	0.1987	0.8124	0.1025	0.1820
	0.7317	0.2658	0.3899	0.6075	0.2031	0.3044
	0.6567	0.3278	0.4373	0.6874	0.3295	0.4455
	0.5927	0.4076	0.4830	0.7220	0.4187	0.5300
	0.5365	0.4127	0.4665	0.6267	0.4203	0.5031