Table 2.

Performance of classification models after SMOTE

	Demo			Demo + ECogPT			Demo + ECogSP
	Accuracy	Precision	Recall	Accuracy	Precison	Recall	Accuracy	Precison	Recall
RIPPER	0.6239	0.6137	0.5956	0.6342	0.6257	0.6038	0.6971	0.6929	0.6729
PART	0.6291	0.6002	0.6523	0.6524	0.6213	0.7333	0.7147	0.6544	0.8701
C4	0.6291	0.6046	0.6805	0.653	0.6232	0.7163	0.725	0.683	0.8101
Random forest	0.7432	0.7391	0.7256	0.7339	0.7246	0.7273	0.7834	0.7681	0.7919