Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification

Table 2

Classification results of different classifiers under different feature extraction.

	SVM (%)	RF (%)	KNN (%)	NB (%)	Softmax (%)	DT (%)	Catb (%)	Lgb (%)	Xgb (%)
HSV	64.91	62.47	23.26	17.82	17.63	59.66	27.20	26.45	55.91
LBP	64.91	60.78	24.02	14.82	16.14	56.85	58.54	23.45	57.79
HOG	19.14	60.78	25.7	16.32	14.07	57.22	34.52	32.65	59.29
VGG16-CI	67.17	66.04	66.79	66.60	67.72	64.72	66.42	68.67	67.35