Proactive Network Fault Management for Reliable Subscribed Network Slicing in Software-Defined Mobile Data IoT Services

Table 2

The hyperparameters’ description.

Hyperparameters	Detailed value
Minibatch size	32
Optimizer	Adam/SGD
Loss function	RMSE
The activation function of 1st hidden layer	Tanh
The activation function of nth hidden layers	ReLu
The activation function of the output layer	Linear
Replay buffer	5000
	0.02
Discount factor
Optimal state space (threshold)
Policy	BoltzmannQPolicy