meka.experiment

Class Example

java.lang.Object

meka.experiment.Example

public class Example
extends java.lang.Object

Just for testing the experiment API.

Version:

$Revision$

Author:

fracpete (fracpete at waikato dot ac dot nz)

Constructor Summary

Constructors

Constructor and Description
Example()

Method Summary

Methods

Modifier and Type	Method and Description
static void	crossValidation(java.io.File[] files, java.lang.String key) Performs a cross-validation on the datassets.
static void	main(java.lang.String[] args) Performs random split and cross-validation experiment on the datasets provided as arguments.
static void	randomSplit(java.io.File[] files, java.lang.String key) Performs a random split on the datassets.

Methods inherited from class java.lang.Object

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

Constructor Detail

Example

public Example()

Method Detail

randomSplit

public static void randomSplit(java.io.File[] files,
               java.lang.String key)
                        throws java.lang.Exception

Performs a random split on the datassets.

Parameters:

files - the files to use in the experiment

key - the statistic to evaluate on, eg "Accuracy"

Throws:

java.lang.Exception - if experiment fails for some reason

crossValidation

public static void crossValidation(java.io.File[] files,
                   java.lang.String key)
                            throws java.lang.Exception

Performs a cross-validation on the datassets.

Parameters:

files - the files to use in the experiment

key - the statistic to evaluate on, eg "Accuracy"

Throws:

java.lang.Exception - if experiment fails for some reason

main

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

Performs random split and cross-validation experiment on the datasets provided as arguments.

Parameters:

args - the stats key and datasets to use in the experiment

Throws:

java.lang.Exception - if experiment fails for some reason