Skip to main content

Table 3 16PF traits’ prediction accuracy for intra-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

89.51 ± 0.32

85.54 ± 0.25

76.54 ± 0.45

88.21 ± 0.26

72.12 ± 0.33

74.41 ± 0.37

Reasoning

70.13 ± 0.33

73.35 ± 0.37

74.33 ± 0.43

72.32 ± 0.45

70.23 ± 0.36

71.13 ± 0.34

Emotional stability

88.23 ± 0.21

74.45 ± 0.35

67.21 ± 0.51

65.23 ± 0.43

65.52 ± 0.46

89.02 ± 0.27

Dominance

65.28 ± 0.42

73.34 ± 0.32

73.24 ± 0.45

65.32 ± 0.42

66.21 ± 0.44

66.44 ± 0.52

Liveliness

86.27 ± 0.34

76.43 ± 0.45

74.35 ± 0.47

72.21 ± 0.45

87.02 ± 0.24

73.34 ± 0.42

Rule-consciousness

72.24 ± 0.36

72.13 ± 0.43

69.35 ± 0.35

69.22 ± 0.54

70.21 ± 0.36

70.22 ± 0.51

Social boldness

88.86 ± 0.26

79.32 ± 0.23

90.04 ± 0.22

67.43 ± 0.52

72.23 ± 0.35

71.16 ± 0.42

Sensitivity

88.95 ± 0.32

91.05 ± 0.21

78.05 ± 0.32

72.35 ± 0.38

74.44 ± 0.37

72.37 ± 0.37

Vigilance

75.53 ± 0.32

73.23 ± 0.34

87.53 ± 0.32

87.33 ± 0.28

78.45 ± 0.28

72.13 ± 0.38

Abstractedness

63.31 ± 0.42

65.54 ± 0.42

68.04 ± 0.38

70.04 ± 0.34

67.52 ± 0.43

67.42 ± 0.45

Privateness

68.57 ± 0.43

67.25 ± 0.52

66.53 ± 0.42

64.33 ± 0.52

70.04 ± 0.41

65.58 ± 0.52

Apprehension

70.35 ± 0.45

72.65 ± 0.43

68.44 ± 0.45

67.42 ± 0.46

70.22 ± 0.37

70.33 ± 0.45

Openness to change

60.24 ± 0.52

59.33 ± 0.35

65.51 ± 0.47

62.21 ± 0.45

63.23 ± 0.52

61.68 ± 0.35

Self-reliance

70.05 ± 0.45

65.24 ± 0.45

66.23 ± 0.51

67.32 ± 0.47

61.11 ± 0.54

59.33 ± 0.65

Perfectionism

59.95 ± 0.55

60.05 ± 0.34

60.05 ± 0.55

65.04 ± 0.51

62.06 ± 0.64

63.05 ± 0.55

Tension

70.21 ± 0.47

87.23 ± 0.31

87.23 ± 0.28

67.23 ± 0.45

72.12 ± 0.43

76.04 ± 0.36