Table 3.

Classification results using selected features (mean over 500 leave-pair-out spatial cross-validation repeats).

Method	Features	ROC AUC (%)	Sensitivity (%)	Specificity (%)	SVM hyperparameter
Troyer-Based	Count	70.25	62.71	66.48	C = 0.1, Penalty = L2
	Count + Time.	77.76	76.02	67.11	C = 10, Penalty = L1
ESA-Based	Count	73.81	75.46	60.46	C = 10, Penalty = L1
	Count + Time	77.09	70.27	69.68	C = 10, Penalty = L1
	Dem.	59.30	49.25	59.64	C = 10, Penalty = L2
	AF score	65.63	67.30	63.04	C = 1*10−10, Penalty = L2
	(Chance Model)	50.00	49.56	49.99	C = 1, Penalty = L2