Research on the Change in Public Art Landscape Pattern Based on Deep Learning

Table 3

Comparative experiment of deep learning model.

Type	Accuracy	Precision	Recall	F1	AUC
LR	0.7990	0.8401	0.8728	0.8561	0.7557
SVM	0.8324	0.8464	0.9229	0.8830	0.7793
FM	0.8431	0.8552	0.9281	0.8902	0.7933
DNN	0.8440	0.8554	0.9294	0.8908	0.7939
DeepFM	0.8485	0.8603	0.9297	0.8937	0.8008
PNN	0.8576	0.8646	0.9392	0.9004	0.8098
GeoSOS-FLU	0.8768	0.8780	0.9599	0.9171	0.8279