TABLE 2.

Accuracy of classification of personality domains over all iterations in tasks and signals.

Task(s)	Signal	Extraversion	Conscientiousness	Agreeableness	Negative emotionality	Open-mindedness
1	ET	0.65 (0.05)	0.63 (0.04)	0.77 (0.04)	0.60 (0.04)	0.65 (0.05)
	NAV	0.63 (0.03)	0.66 (0.03)	0.65 (0.03)	0.55 (0.04)	0.55 (0.01)
	POS + INT	0.72 (0.04)	0.66 (0.03)	0.72 (0.03)	0.62 (0.04)	0.67 (0.05)
	HBT	0.74 (0.03)	0.71 (0.03)	0.78 (0.03)	0.67 (0.03)	0.75 (0.05)
2	ET	0.58 (0.01)	0.62 (0.04)	0.62 (0.01)	0.64 (0.04)	0.72 (0.03)
	NAV	0.58 (0.00)	0.56 (0.02)	0.62 (0.01)	0.64 (0.03)	0.65 (0.03)
	POS + INT	0.69 (0.04)	0.62 (0.05)	0.75 (0.03)	0.66 (0.04)	0.69 (0.04)
	HBT	0.69 (0.04)	0.67 (0.05)	0.76 (0.03)	0.72 (0.04)	0.76 (0.03)
3	ET	0.61 (0.03)	0.60 (0.04)	0.72 (0.03)	0.67 (0.03)	0.73 (0.04)
	NAV	0.58 (0.02)	0.58 (0.02)	0.62 (0.02)	0.60 (0.04)	0.55 (0.03)
	POS + INT	0.61 (0.04)	0.68 (0.04)	0.72 (0.03)	0.67 (0.03)	0.67 (0.04)
	HBT	0.61 (0.05)	0.64 (0.04)	0.76 (0.03)	0.73 (0.03)	0.77 (0.03)
1, 2, 3	ET	0.70 (0.05)	0.74 (0.04)	0.81 (0.03)	0.76 (0.03)	0.81 (0.03)
	NAV	0.64 (0.03)	0.71 (0.04)	0.66 (0.03)	0.67 (0.04)	0.67 (0.04)
	POS + INT	0.72 (0.04)	0.76 (0.04)	0.80 (0.03)	0.74 (0.03)	0.75 (0.03)
	HBT	0.79 (0.04)	0.81 (0.04)	0.85 (0.03)	0.80 (0.03)	0.79 (0.03)

Models with more than 0.70 accuracy are highlighted in bold.