com.github.chen0040.data.utils.transforms

Class Standardization

java.lang.Object

com.github.chen0040.data.utils.transforms.Standardization

All Implemented Interfaces:

Cloneable

public class Standardization
extends Object
implements Cloneable

Created by xschen on 21/8/15.

Constructor Summary

Constructors

Constructor and Description
Standardization()
Standardization(DataFrame batch)
Standardization(List<double[]> batch)

Method Summary

Modifier and Type	Method and Description
Object	clone()
void	copy(Standardization rhs)
protected void	query(DataFrame batch)
protected void	query(List<double[]> batch)
double[]	revert(double[] x)
double[]	standardize(double[] x)

Methods inherited from class java.lang.Object

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

Constructor Detail

Standardization

public Standardization()

Standardization

public Standardization(DataFrame batch)

Standardization

public Standardization(List<double[]> batch)

Method Detail

copy

public void copy(Standardization rhs)

clone

public Object clone()
             throws CloneNotSupportedException

Overrides:

clone in class Object

Throws:

CloneNotSupportedException

revert

public double[] revert(double[] x)

standardize

public double[] standardize(double[] x)

query

protected void query(List<double[]> batch)

query

protected void query(DataFrame batch)