Social Risk Early Warning of Environmental Damage of Large-Scale Construction Projects in China Based on Network Governance and LSTM Model

Table 2

Parameter setting.

Parameter	Value
Number of nodes in input layer	11
Input	4
Sequence length	256
Number of hidden layers	1
Number of hidden layer nodes in each layer	128
Learning rate	0.001
Number of instances per training	10
Forget bias	1.0