Table 5.

Cross-validation errors and area under the curves from five different models of two logistic regressions, classification trees, random forests, and logic regression.

	Models	Pathways	Cross- validation error	AUC
Model 1	Logistic Regression	Single variables	0.2255	0.7948
Model 2	Logistic Regression	Two-way interactions	0.2236	0.8147
Model 3	Classification trees	Multi-way interactions	0.2235	0.8159
Model 4	Logic Regression	Multi-way interactions	0.2137	0.8207
Model 5	Random Forests	Multi-way interactions	0.0627	0.8267