Spring Festival Holiday Tourism Data Mining Based on the Deep Learning Model

Table 1

Test accuracy of two hidden layer convolutional neural networks.

Initialization method	Nonsmooth initialization
Training layer	Convolutional layer	All pass layer	All layers
Original network	95.54%	95.21%	98.74%
Convolutional pooling network	94.78%	94.91%	98.78%
	Smooth initialization
Training layer	Convolutional layer	All pass layer	All layers
Original network	88.71%	92.34%	98.24%
Convolutional pooling network	92.74%	93.73%	98.54