Package elki

Class KDDTask

java.lang.Object

elki.KDDTask

public class KDDTask
extends java.lang.Object

KDDTask encapsulates the common workflow of an unsupervised knowledge discovery task.

Since:

0.1

Author:

Arthur Zimek

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	KDDTask.Par	Parameterization class.

Field Summary

Fields

Modifier and Type	Field	Description
private AlgorithmStep	algorithmStep	The algorithm (data mining) step.
private EvaluationStep	evaluationStep	The evaluation step.
private InputStep	inputStep	The data input step
private OutputStep	outputStep	The output/visualization step
private java.util.Collection<TrackedParameter>	settings	The settings used, for settings reporting.

Constructor Summary

Constructors

Constructor	Description
KDDTask(InputStep inputStep, AlgorithmStep algorithmStep, EvaluationStep evaluationStep, OutputStep outputStep, java.util.Collection<TrackedParameter> settings)	Constructor.

Method Summary

Modifier and Type	Method	Description
static void	main(java.lang.String[] args)	Runs a KDD task accordingly to the specified parameters.
void	run()	Method to run the specified algorithm using the specified database connection.

Methods inherited from class java.lang.Object

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

Field Detail

settings

private java.util.Collection<TrackedParameter> settings

The settings used, for settings reporting.

inputStep

private InputStep inputStep

The data input step

algorithmStep

private AlgorithmStep algorithmStep

The algorithm (data mining) step.

evaluationStep

private EvaluationStep evaluationStep

The evaluation step.

outputStep

private OutputStep outputStep

The output/visualization step

Constructor Detail

KDDTask

public KDDTask(InputStep inputStep,
               AlgorithmStep algorithmStep,
               EvaluationStep evaluationStep,
               OutputStep outputStep,
               java.util.Collection<TrackedParameter> settings)

Constructor.

Parameters:

inputStep -

algorithmStep -

evaluationStep -

outputStep -

settings -

Method Detail

run

public void run()

Method to run the specified algorithm using the specified database connection.

main

public static void main(java.lang.String[] args)

Runs a KDD task accordingly to the specified parameters.

Parameters:

args - parameter list according to description