Prescription Function Prediction Using Topic Model and Multilabel Classifiers

Table 9

Average performance of multilabel classifiers.

Classifier	Feature space	Precision	Recall	Micro-F1
SVM	TFIDF	0.6202	0.3945	0.4822
	Attributes	0.6510	0.4102	0.5033
	TFIDF + attributes	0.7359	0.4823	0.5827
Adaboost	TFIDF	0.5729	0.3102	0.4025
	Attributes	0.6856	0.3358	0.4508
	TFIDF + attributes	0.6894	0.3475	0.4621
Bayes Network	TFIDF	0.5126	0.4325	0.4691
	Attributes	0.6179	0.4218	0.5013
	TFIDF + attributes	0.6397	0.5124	0.5690