water

Class VarImp.VarImpMDA

java.lang.Object

water.Iced

water.VarImp

water.VarImp.VarImpMDA

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

VarImp

public static class VarImp.VarImpMDA
extends VarImp

Variable importance measured as mean decrease in accuracy. It provides raw variable importance measures, SD and z-scores.

Nested Class Summary

Nested classes/interfaces inherited from class water.VarImp

VarImp.VarImpMDA, VarImp.VarImpRI

Field Summary

Fields

Modifier and Type	Field and Description
float[]	varimpSD

Fields inherited from class water.VarImp

max_var, method, variables, varimp

Constructor Summary

Constructors

Constructor and Description
VarImp.VarImpMDA(float[] varimp, float[] varimpSD, int ntrees)

Method Summary

Methods

Modifier and Type	Method and Description
float[]	z_score()

Methods inherited from class water.VarImp

getVariables, scaled, setVariables

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

varimpSD

public final float[] varimpSD

Constructor Detail

VarImp.VarImpMDA

public VarImp.VarImpMDA(float[] varimp,
                float[] varimpSD,
                int ntrees)

Method Detail

z_score

public float[] z_score()