org.encog.app.analyst

Class EncogAnalyst

java.lang.Object

org.encog.app.analyst.EncogAnalyst

public class EncogAnalyst
extends java.lang.Object

The Encog Analyst runs Encog Analyst Script files (EGA) to perform many common machine learning tasks. It is very much like Maven or ANT for Encog. Encog analyst files are made up of configuration information and tasks. Tasks are series of commands that make use of the configuration information to process CSV files.

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	TASK_FULL The name of the task that SHOULD everything.
static int	UPDATE_TIME The update time for a download.

Constructor Summary

Constructors

Constructor and Description
EncogAnalyst() Construct the Encog analyst.

Method Summary

Modifier and Type	Method and Description
void	addAnalystListener(AnalystListener listener) Add a listener.
void	addCommand(Cmd cmd) Add a command.
void	analyze(java.io.File file, boolean headers, AnalystFileFormat format) Analyze the specified file.
int	determineInputCount() Determine the input count.
int	determineInputFieldCount() Determine the input field count, the fields are higher-level than columns.
int	determineMaxTimeSlice()
int	determineMinTimeSlice()
int	determineOutputCount() Determine the output count, this is the number of output columns needed.
int	determineOutputFieldCount() Determine the number of output fields.
int	determineTotalColumns()
int	determineTotalInputFieldCount() Determine the total input field count, minus ignored fields.
int	determineUniqueColumns() Determine how many unique columns there are.
int	determineUniqueInputFieldCount() Determine the unique input field count.
int	determineUniqueOutputFieldCount() Determine the unique output field count.
void	download() Download a raw file from the Internet.
void	executeTask(AnalystTask task) Execute a task.
void	executeTask(java.lang.String name) Execute a task.
int	getLagDepth()
int	getLeadDepth()
java.util.List<AnalystListener>	getListeners()
int	getMaxIteration()
MLMethod	getMethod()
java.util.Map<java.lang.String,java.lang.String>	getRevertData()
AnalystScript	getScript()
AnalystUtility	getUtility()
boolean	isTimeSeries()
void	load(java.io.File file) Load the specified script file.
void	load(java.io.InputStream stream) Load from an input stream.
void	load(java.lang.String filename) Load from the specified filename.
void	reanalyze(java.io.File file, boolean headers, AnalystFileFormat format) Analyze the specified file.
void	removeAnalystListener(AnalystListener listener) Remove a listener.
void	reportTraining(MLTrain train) Report training.
void	reportTrainingBegin() Report that training has begun.
void	reportTrainingEnd() Report that training has ended.
void	save(java.io.File file) Save the script to a file.
void	save(java.io.OutputStream stream) Save the script to a stream.
void	save(java.lang.String filename) Save the script to a filename.
void	setCurrentQuantTask(QuantTask task) Set the current task.
void	setMaxIteration(int i) Set the max iterations.
void	setMethod(MLMethod method)
boolean	shouldStopCommand() Should the current command be stopped.
void	stopCurrentTask() Stop the current task.

Methods inherited from class java.lang.Object

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

Field Detail

TASK_FULL

public static final java.lang.String TASK_FULL

The name of the task that SHOULD everything.

See Also:

Constant Field Values

UPDATE_TIME

public static final int UPDATE_TIME

The update time for a download.

See Also:

Constant Field Values

Constructor Detail

EncogAnalyst

public EncogAnalyst()

Construct the Encog analyst.

Method Detail

addAnalystListener

public void addAnalystListener(AnalystListener listener)

Add a listener.

Parameters:

listener - The listener to add.

addCommand

public void addCommand(Cmd cmd)

Add a command.

Parameters:

cmd - The command to add.

analyze

public void analyze(java.io.File file,
                    boolean headers,
                    AnalystFileFormat format)

Analyze the specified file. Used by the wizard.

Parameters:

file - The file to analyze.

headers - True if headers are present.

format - The format of the file.

reanalyze

public void reanalyze(java.io.File file,
                      boolean headers,
                      AnalystFileFormat format)

Analyze the specified file. Used by the wizard.

Parameters:

file - The file to analyze.

headers - True if headers are present.

format - The format of the file.

determineInputCount

public int determineInputCount()

Determine the input count. This is the actual number of columns.

Returns:

The input count.

determineInputFieldCount

public int determineInputFieldCount()

Determine the input field count, the fields are higher-level than columns.

Returns:

The input field count.

determineOutputCount

public int determineOutputCount()

Determine the output count, this is the number of output columns needed.

Returns:

The output count.

determineOutputFieldCount

public int determineOutputFieldCount()

Determine the number of output fields. Fields are higher level than columns.

Returns:

The output field count.

determineUniqueColumns

public int determineUniqueColumns()

Determine how many unique columns there are. Timeslices are not counted multiple times.

Returns:

The number of columns.

determineUniqueInputFieldCount

public int determineUniqueInputFieldCount()

Determine the unique input field count. Timeslices are not counted multiple times.

Returns:

The number of unique input fields.

determineTotalInputFieldCount

public int determineTotalInputFieldCount()

Determine the total input field count, minus ignored fields.

Returns:

The number of unique input fields.

determineUniqueOutputFieldCount

public int determineUniqueOutputFieldCount()

Determine the unique output field count. Do not count timeslices multiple times.

Returns:

The unique output field count.

download

public void download()

Download a raw file from the Internet.

executeTask

public void executeTask(AnalystTask task)

Execute a task.

Parameters:

task - The task to execute.

executeTask

public void executeTask(java.lang.String name)

Execute a task.

Parameters:

name - The name of the task to execute.

getLagDepth

public int getLagDepth()

Returns:

The lag depth.

getLeadDepth

public int getLeadDepth()

Returns:

The lead depth.

getListeners

public java.util.List<AnalystListener> getListeners()

Returns:

the listeners

getMaxIteration

public int getMaxIteration()

Returns:

The max iterations.

getRevertData

public java.util.Map<java.lang.String,java.lang.String> getRevertData()

Returns:

The reverted data.

getScript

public AnalystScript getScript()

Returns:

the script

load

public void load(java.io.File file)

Load the specified script file.

Parameters:

file - The file to load.

load

public void load(java.io.InputStream stream)

Load from an input stream.

Parameters:

stream - The stream to load from.

load

public void load(java.lang.String filename)

Load from the specified filename.

Parameters:

filename - The filename to load from.

removeAnalystListener

public void removeAnalystListener(AnalystListener listener)

Remove a listener.

Parameters:

listener - The listener to remove.

reportTraining

public void reportTraining(MLTrain train)

Report training.

Parameters:

train - The trainer.

reportTrainingBegin

public void reportTrainingBegin()

Report that training has begun.

reportTrainingEnd

public void reportTrainingEnd()

Report that training has ended.

save

public void save(java.io.File file)

Save the script to a file.

Parameters:

file - The file to save to.

save

public void save(java.io.OutputStream stream)

Save the script to a stream.

Parameters:

stream - The stream to save to.

save

public void save(java.lang.String filename)

Save the script to a filename.

Parameters:

filename - The filename to save to.

setCurrentQuantTask

public void setCurrentQuantTask(QuantTask task)

Set the current task.

Parameters:

task - The current task.

setMaxIteration

public void setMaxIteration(int i)

Set the max iterations.

Parameters:

i - The value for max iterations.

shouldStopCommand

public boolean shouldStopCommand()

Should the current command be stopped.

Returns:

True if the current command should be stopped.

stopCurrentTask

public void stopCurrentTask()

Stop the current task.

isTimeSeries

public boolean isTimeSeries()

Returns:

True, if any field has a time slice.

getMethod

public MLMethod getMethod()

Returns:

the method

setMethod

public void setMethod(MLMethod method)

Parameters:

method - the method to set

determineTotalColumns

public int determineTotalColumns()

determineMaxTimeSlice

public int determineMaxTimeSlice()

determineMinTimeSlice

public int determineMinTimeSlice()

getUtility

public AnalystUtility getUtility()

Returns:

the utility