Table 2.

Classification report of the classifiers in the “tell words you can recall” task (scenario 2)

	Cross-validation accuracy (%)	Accuracy (on data split) (%)	Precision		f1-score	Sensitivity	Specificity
			Dementia	Normal
A. Scenario 2A: on the sample person’s responses
KNN	92.00	93.00	0.74	0.94	0.92	0.37	0.99
Decision tree	90.00	92.00	0.53	0.94	0.91	0.42	0.96
Random forest	92.00	93.00	0.62	0.94	0.92	0.42	0.98
Artificial neural networks	92.00	93.00	0.65	0.95	0.92	0.44	0.98
B. Scenario 2B: on the proxy’s responses
KNN	71.00	69.00	0.50	0.70	0.58	0.02	0.99
Decision tree	72.00	69.00	0.50	0.71	0.61	0.08	0.96
Random forest	72.00	69.00	0.50	0.71	0.62	0.10	0.96
Artificial neural networks	70.00	70.00	0.75	0.70	0.60	0.05	0.99
C. Scenario 2C: on the sample person’s and proxy’s responses
KNN	77.00	78.00	0.96	0.70	0.77	0.60	0.97
Decision tree	77.00	76.00	0.95	0.68	0.75	0.56	0.97
Random forest	77.00	78.00	0.96	0.69	0.77	0.59	0.97
Artificial neural networks	76.00	78.00	0.96	0.69	0.77	0.59	0.97