smile.base.mlp

Class OutputLayerBuilder

java.lang.Object

smile.base.mlp.LayerBuilder

smile.base.mlp.OutputLayerBuilder

public class OutputLayerBuilder
extends LayerBuilder

The builder of output layers.

Field Summary

Fields inherited from class smile.base.mlp.LayerBuilder

n

Constructor Summary

Constructors

Constructor and Description
OutputLayerBuilder(int n, OutputFunction f, Cost cost) Constructor.

Method Summary

Modifier and Type	Method and Description
OutputLayer	build(int p) Creates a hidden layer.
java.lang.String	toString()

Methods inherited from class smile.base.mlp.LayerBuilder

neurons

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

OutputLayerBuilder

public OutputLayerBuilder(int n,
                          OutputFunction f,
                          Cost cost)

Constructor.

Parameters:

n - the number of neurons.

f - the activation function.

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

build

public OutputLayer build(int p)

Description copied from class: LayerBuilder

Creates a hidden layer.

Specified by:

build in class LayerBuilder

Parameters:

p - the number of input variables (not including bias value).