Table 1. Incremental contribution of the features used in our model for the predictive quality.

Scheme	Sen.	Spe.	MCC	AUC (S.D.)
DEO	0.63	0.68	0.31	0.64 (0.01)
DEO+ESS	0.63	0.70	0.33	0.65 (0.01)
DEO+REC	0.66	0.61	0.27	0.66 (0.01)
DEO+ESS+REC	0.72	0.66	0.38	0.74 (0.01)
DEO+ESS+REC+PATH	0.71	0.70	0.42	0.79 (0.01)

Sen and Spe refer respectively to sensitivity and specificity. MCC and AUC are the Matthew correlation coefficient and Area Under the Curve results.