Table 7 Search space of hyperparameters.

From: Predicting water-conducting fracture zone height in three-soft coal seams using a BOA-MLP model

Hyperparameters

Search space

Hidden layer 1 neurons

32–128

Hidden layer 2 neurons

16–64

Learning rate

e−4−e−3

Batch size

16–256