Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks

Table 1

DBN parameters setting.

Pretraining stage
Learning rate	0.01
Number of epochs	50
Size of minibatch	100
Momentum	0.5 for the first 5 epochs, 0.9 thereafter
Weight decay rate	0.0002
Fine-tuning stage
Learning rate	0.1
Number of epochs	20