Online Doctor Recommendation with Convolutional Neural Network and Sparse Inputs

Table 2

PMF-CNN baseline architecture.

Parameter name	Parameter setting	Description
CNN layer	2	The number of CNN layers
	16	The number of hidden layers
	2	The number of filters
	4	The number of kernels
	2	The number of strides
	ReLU	Activation function
Max pooling	1	The number of max poolings
Flattened	1	Flattened convolution
Fully connected	1	Fully connected layer
	0.10	Discard rate
	0.01	Regularization coefficient