Product Processing Quality Classification Model for Small-Sample and Imbalanced Data Environment

Table 8

Accuracy and AUC value on SPECTF, WHL and Page Blocks data sets.

Models	SPECTF (IR = 3.9)		WHL (IR = 7.5)		Page Blocks (IR = 46.6)
	Accuracy	AUC	Accuracy	AUC	Accuracy	AUC
Origin data	0.827	0.839	0.891	0.560	0.984	0.987
Bootstrap	0.815	0.843	0.891	0.618	0.985	0.984
tableGAN	0.827	0.886	0.893	0.633	0.979	0.983
MSMOTE-GAN	0.840	0.898	0.944	0.850	0.970	0.980