Table 22.

Results when each set is removed.

Attributes	Model	Accuracy	Precision	Recall	F1 Score
All Attributes—Physical Appearance	SVC	92.46%	93.16%	92.44%	92.41%
	KNN	95.73%	95.89%	95.78%	95.72%
	Adaboost	91.29%	91.62%	91.33%	91.26%
All Attributes—Space and Environment Attribute	SVC	93.45%	94.50%	93.56%	93.35%
	KNN	94.56%	95.50%	94.67%	94.47%
	Adaboost	91.35%	92.17%	91.22%	91.27%
All Attributes—Body Gestures and Actions	SVC	88.13%	88.71%	88.22%	88.08%
	KNN	90.29%	90.97%	90.22%	90.22%
	Adaboost	87.02%	88.73%	86.78%	86.67%