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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