Table 1.

Performance of classification models

	Demo			Demo + ECogPT			Demo + ECogSP
	Accuracy	Precision	Recall	Accuracy	Precision	Recall	Accuracy	Precision	Recall
RIPPER	0.7602	0.1078	0.0023	0.7636	0	0.0008	0.7895	0.6071	0.2995
PART	0.7536	0.2458	0.0234	0.7434	0.281	0.0365	0.7695	0.5155	0.2974
C4.5	0.7643	0	0	0.7632	0	0.0008	0.7875	0	0.3091
Random forest	0.7191	0.3451	0.2013	0.7268	0.2667	0.0892	0.7839	0.5882	0.3387