keel.Algorithms.Preprocess.Transformations.decimal_scaling

Class decimal_scaling

java.lang.Object

keel.Algorithms.Preprocess.Transformations.decimal_scaling.decimal_scaling

public class decimal_scaling
extends java.lang.Object

This class performs the decimal scaling transformation on the data. It finds the minimum power of ten for each attribute such that dividing all the attribute values, the new values are always less than 1.0

Constructor Summary

Constructors

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

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

decimal_scaling

public decimal_scaling(java.lang.String fileParam)

Creates a new instance of decimal_scaling

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.