Table 5.

Comparison of predictive models trained using the systemic, demographic and ocular (SDO) dataset.

Predictive model	Accuracy	Sensitivity	Specificity	AUC
Random forest	0.65	0.44	0.86	0.68
Logistic regression	0.59	0.58	0.57	0.55
Artificial neural network	0.53	0.49	0.59	0.51
Support vector machine	0.62	0.48	0.76	0.64

AUC = area under the receiver operating characteristic curve.