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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