org.joone.samples.engine.validation

Class NeuralNetFactory

java.lang.Object

org.joone.samples.engine.validation.NeuralNetFactory

public class NeuralNetFactory
extends java.lang.Object

Title: Effort Estimations Through Neural Networks

Description: Stage II - Joone Pilot

Copyright: Copyright (c) 2003

Company: Motorola

Constructor Summary

Constructors

Constructor and Description
NeuralNetFactory()

Method Summary

Modifier and Type	Method and Description
static void	connect(Layer ly1, Synapse syn, Layer ly2) Connects two Layers with a Synapse - Class Method
static MemoryInputSynapse	createInput(java.lang.String name, double[][] inData, int firstRow, int firstCol, int lastCol) Creates a MemoryInputSynapse - Class Method
static LearningSwitch	createSwitch(java.lang.String name, StreamInputSynapse IT, StreamInputSynapse IV) Creates a LearningSwitch and attach to it both the training and the validation input synapses - Class Method

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

NeuralNetFactory

public NeuralNetFactory()

Method Detail

connect

public static void connect(Layer ly1,
                           Synapse syn,
                           Layer ly2)

Connects two Layers with a Synapse - Class Method

Parameters:

ly1 - Origin Layer

syn - Synapse

ly2 - Ending Layer

createSwitch

public static LearningSwitch createSwitch(java.lang.String name,
                                          StreamInputSynapse IT,
                                          StreamInputSynapse IV)

Creates a LearningSwitch and attach to it both the training and the validation input synapses - Class Method

Parameters:

name - The LearningSwitch Name

IT - The Input Synapse (Training)

IV - The Input Synapse (Test)

Returns:

LearningSwitch

createInput

public static MemoryInputSynapse createInput(java.lang.String name,
                                             double[][] inData,
                                             int firstRow,
                                             int firstCol,
                                             int lastCol)

Creates a MemoryInputSynapse - Class Method

Parameters:

name - The Synapse Name

inData - The Synapse Input Data

firstRow - The First Row

firstCol - The First Column

lastCol - The Last Column

Returns:

The MemoryInputSynapse