Predicting the Sixteen Personality Factors (16PF) of an individual by analyzing facial features

Gavrilescu, Mihai; Vizireanu, Nicolae

doi:10.1186/s13640-017-0211-4

EURASIP Journal on Image and Video Processing

Table 5 16PF traits’ prediction accuracy for inter-subject tests based on test sample induced emotion

From: Predicting the Sixteen Personality Factors (16PF) of an individual by analyzing facial features

Emotion induced		Happiness	Anger	Fear	Disgust	Surprise	Sadness
Prediction accuracy (%)	Warmth	85.41 ± 0.25	85.63 ± 0.24	76.45 ± 0.34	69.47 ± 0.43	78.21 ± 0.28	72.14 ± 0.46
	Reasoning	68.32 ± 0.43	73.32 ± 0.39	72.13 ± 0.35	73.28 ± 0.35	68.92 ± 0.37	71.02 ± 0.45
	Emotional stability	86.31 ± 0.27	72.41 ± 0.38	71.32 ± 0.35	73.36 ± 0.35	71.23 ± 0.35	85.64 ± 0.23
	Dominance	69.23 ± 0.42	73.26 ± 0.34	72.64 ± 0.41	69.83 ± 0.45	71.32 ± 0.35	72.12 ± 0.43
	Liveliness	85.42 ± 0.21	71.26 ± 0.43	72.14 ± 0.37	71.35 ± 0.43	84.96 ± 0.22	68.34 ± 0.56
	Rule consciousness	71.11 ± 0.36	72.05 ± 0.39	68.33 ± 0.45	69.33 ± 0.44	72.07 ± 0.36	70.32 ± 0.43
	Social boldness	87.23 ± 0.31	72.14 ± 0.42	86.32 ± 0.28	68.36 ± 0.44	69.21 ± 0.42	72.16 ± 0.42
	Sensitivity	88.05 ± 0.25	87.33 ± 0.25	71.41 ± 0.35	73.38 ± 0.38	69.13 ± 0.43	72.16 ± 0.42
	Vigilance	71.16 ± 0.43	69.32 ± 0.42	82.35 ± 0.31	83.15 ± 0.32	72.14 ± 0.34	73.14 ± 0.45
	Abstractedness	64.34 ± 0.46	65.27 ± 0.45	64.46 ± 0.47	68.43 ± 0.45	67.45 ± 0.46	69.23 ± 0.48
	Privateness	66.33 ± 0.42	66.26 ± 0.45	65.14 ± 0.43	68.97 ± 0.45	70.13 ± 0.38	61.12 ± 0.55
	Apprehension	68.91 ± 0.38	69.24 ± 0.47	67.13 ± 0.38	70.24 ± 0.39	65.42 ± 0.45	66.41 ± 0.51
	Openness to change	61.14 ± 0.55	59.33 ± 0.52	62.22 ± 0.52	63.13 ± 0.44	61.24 ± 0.48	66.43 ± 0.48
	Self-reliance	58.22 ± 0.55	59.35 ± 0.55	56.51 ± 0.55	62.22 ± 0.46	63.26 ± 0.45	59.42 ± 0.56
	Perfectionism	59.51 ± 0.54	59.33 ± 0.55	60.16 ± 0.52	63.41 ± 0.43	66.43 ± 0.51	62.14 ± 0.55
	Tension	69.43 ± 0.43	81.28 ± 0.21	80.97 ± 0.23	70.22 ± 0.34	74.32 ± 0.35	68.16 ± 0.47

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