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Table 2 VAE hyperparameter settings

From: Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection

 

Encoder

Decoder

Input layer size

Trace length * Number of activities

5

No. of hidden layers

2

2

1st hidden layer size

Input layer size/2

Input layer size/4

2nd hidden layer size

Input layer size/4

Input layer size/2

Output layer size

5

Encoder input layer size

Activation functions

Relu

Relu