A Novel Consumer Purchase Behavior Recognition Method Using Ensemble Learning Algorithm

Table 12

Comparison of prediction results under different models.

Model	Accuracy	Precision	F1
LR	0.7616	0.7178	0.7505
SVM	0.7704	0.7291	0.7673
FSVM	0.7912	0.7604	0.7889
RF	0.7899	0.7410	0.7782
XGBoost	0.8080	0.7713	0.7960
AdaBoost-SVM	0.8112	0.7698	0.7975
AdaBoost-FSVM	0.8493	0.7969	0.8286