TABLE 13. Performance Given Different Feature Sets (Obesity).

Feature	Model	Accuracy	Sensitivity	Precision	F1
All features	Random forest	0.967	0.906	0.978	0.941
Environmental & lifestyle features	Decision tree	0.940	0.882	0.882	0.882
Clinical questionnaire features	Decision tree	0.666	0.357	0.416	0.384