keel.Algorithms.Preprocess.Transformations.z_score

Class z_score

java.lang.Object

keel.Algorithms.Preprocess.Transformations.z_score.z_score

public class z_score
extends java.lang.Object

This class performs the z-score transformation. The data is transformed so their distribution now follows a normal distribution.

Constructor Summary

Constructors

Constructor and Description
z_score(java.lang.String fileParam) Creates a new instance of z_score

Method Summary

Modifier and Type	Method and Description
void	normalize() Process the training and test files provided in the parameters file to the constructor.

Methods inherited from class java.lang.Object

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

Constructor Detail

z_score

public z_score(java.lang.String fileParam)

Creates a new instance of z_score

Parameters:

fileParam - The path to the configuration file with all the parameters in KEEL format

Method Detail

normalize

public void normalize()

Process the training and test files provided in the parameters file to the constructor.