Autonomous Classification and Decision-Making Support of Citizen E-Petitions Based on Bi-LSTM-CNN

Table 5

Basic parameter settings of the classification model.

Parameter	Value
Loss function	Categorical cross-entropy
Metrics	Categorical accuracy
Optimizer	Adam
Early stopping	monitor = ‘val-loss’, patience = 1
Class weight	Balanced