water

Class VarImp

java.lang.Object

water.Iced

water.VarImp

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Direct Known Subclasses:

VarImp.VarImpMDA, VarImp.VarImpRI

public class VarImp
extends Iced

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	VarImp.VarImpMDA Variable importance measured as mean decrease in accuracy.
static class	VarImp.VarImpRI Variable importance measured as relative influence.

Field Summary

Fields

Modifier and Type	Field and Description
int	max_var
water.VarImp.VarImpMethod	method
protected java.lang.String[]	variables
float[]	varimp

Constructor Summary

Constructors

Modifier	Constructor and Description
	VarImp(float[] varimp)
	VarImp(float[] varimp, java.lang.String[] variables)
protected	VarImp(float[] varimp, java.lang.String[] variables, water.VarImp.VarImpMethod method)

Method Summary

Methods

Modifier and Type	Method and Description
java.lang.String[]	getVariables()
boolean	scaled()
void	setVariables(java.lang.String[] variables)

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readJSON_impl, readJSON, write_impl, write, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

varimp

public float[] varimp

variables

protected java.lang.String[] variables

method

public final water.VarImp.VarImpMethod method

max_var

public final int max_var

See Also:

Constant Field Values

Constructor Detail

VarImp

public VarImp(float[] varimp)

VarImp

public VarImp(float[] varimp,
      java.lang.String[] variables)

VarImp

protected VarImp(float[] varimp,
      java.lang.String[] variables,
      water.VarImp.VarImpMethod method)

Method Detail

scaled

public final boolean scaled()

getVariables

public java.lang.String[] getVariables()

setVariables

public void setVariables(java.lang.String[] variables)