|
Parameter of LACFNForest
|
Value
|
Hyper-parameter of CNN
|
Value
|
|---|
|
Population size
|
50
|
No. hidden layers
|
Uncertain
|
|
Crossover probability
|
0.4
|
No. feature maps
|
Uncertain
|
|
Mutation probability
|
0.01
|
No. nodes in hidden layers
|
Uncertain
|
|
Level
|
4
|
Learning rate
|
Uncertain
|
|
C1
|
2.0
|
Kernal size
|
Uncertain
|
|
C2
|
2.0
|
Momentum
|
Uncertain
|
|
Vmax
|
2.0
|
L1/L2 weight regularization penalty
|
Uncertain
|
- “Uncertain” indicates that the default values of the parameters are unknown or usually require different settings for different tasks. These hyperparameters do not exist in our model, or exist but can be determined automatically during the optimization process of our model
