org.encog.util.arrayutil

Class NormalizeArray

java.lang.Object

org.encog.util.arrayutil.NormalizeArray

public class NormalizeArray
extends java.lang.Object

Normalization is the process where data is adjusted to be inside a range. This range is typically -1 to 1. For more information about normalization, refer to the following page. http://www.heatonresearch.com/content/really-simple-introduction- normalization This class is used to normalize an array. Sometimes you would like to normalize an array, rather than an entire CSV file. If you would like to normalize an entire CSV file, you should make use of the class NormalizeCSV.

Constructor Summary

Constructors

Constructor and Description
NormalizeArray() Construct the object, default NormalizedHigh and NormalizedLow to 1 and -1.

Method Summary

Modifier and Type	Method and Description
double	getNormalizedHigh()
double	getNormalizedLow()
NormalizedField	getStats()
double[]	process(double[] inputArray) Normalize the array.
void	setNormalizedHigh(double theNormalizedHigh) Set the high value to normalize to.
void	setNormalizedLow(double theNormalizedLow) Set the low value to normalize to.

Methods inherited from class java.lang.Object

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

Constructor Detail

NormalizeArray

public NormalizeArray()

Construct the object, default NormalizedHigh and NormalizedLow to 1 and -1.

Method Detail

getNormalizedHigh

public final double getNormalizedHigh()

Returns:

The high value to normalize to.

getNormalizedLow

public final double getNormalizedLow()

Returns:

The low value to normalize to.

getStats

public final NormalizedField getStats()

Returns:

Contains stats about the array normalized.

process

public final double[] process(double[] inputArray)

Normalize the array. Return the new normalized array.

Parameters:

inputArray - The input array.

Returns:

The normalized array.

setNormalizedHigh

public final void setNormalizedHigh(double theNormalizedHigh)

Set the high value to normalize to.

Parameters:

theNormalizedHigh - The high value to normalize to.

setNormalizedLow

public final void setNormalizedLow(double theNormalizedLow)

Set the low value to normalize to.

Parameters:

theNormalizedLow - The low value to normalize to.