Table A18.

Performance results by class of Random Forest– ReplaceMissingValues and ClassBalancer filters (10-fold cross-validation)

	TP Rate	FP Rate	Precision	Recall	F-Measure	MCC	ROC Area	PRC Area	Admission
	0.653	0.243	0.729	0.653	0.689	0.412	0.784	0.767	Yes
	0.757	0.347	0.686	0.757	0.720	0.412	0.784	0.783	No
Weighted Avg.	0.705	0.295	0.707	0.705	0.704	0.412	0.784	0.775