Research on Community Risk Prediction Model and Management Based on Deep Learning

Table 7

Model parameter settings.

Parameter name	Value
Convolutional layer	2
Convolutional filter	32
Activation function	ReLU
Optimizer	Adam
Pooling	Max pooling
Epoch	20
Loss function	MSE
Batch_size	4
Dropout	0.5