An automated pipeline for analyzing medication event reports in clinical settings

Table 7 Random forest implementation for identifying the event causes

Event Cause	Precision	Recall	F-Measure
Performance Deficit	0.856	0.978	0.913
Information Deficit	0.714	0.070	0.128
Devices (HIT)	0.632	0.126	0.210
Pathophysiological Factor	0.896	0.628	0.738
External Factor	0.979	0.947	0.963
Overall	0.927	0.927	0.925

ISSN: 1472-6947