TABLE III. Hyperparameter Settings of RBM, DBN, GAN, VAE, and 1-SVM.

Model	Parameters
RBM	hidden units = 20, K=5
DBN	Layer 1: hidden units = 30, Layer 2: hidden units = 10, K=5
GAN	Generator [Layer 1: 18, Layer 2: 18], Discriminator [Layer 1: 18, Layer 2: 11]
VAE	Intermediate = 18 Mean=20, Variance=20, and Z=10
1-SVM	kernel=RBF, nu=0.0025, gamma=0.01