water

Class VarImp.VarImpRI

java.lang.Object

water.Iced

water.VarImp

water.VarImp.VarImpRI

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

VarImp

public static class VarImp.VarImpRI
extends VarImp

Variable importance measured as relative influence. It provides raw values, scaled values, and summary. Motivate by R's GBM package.

Nested Class Summary

Nested classes/interfaces inherited from class water.VarImp

VarImp.VarImpMDA, VarImp.VarImpRI

Field Summary

Fields inherited from class water.VarImp

max_var, method, variables, varimp

Constructor Summary

Constructors

Constructor and Description
VarImp.VarImpRI(float[] varimp)

Method Summary

Methods

Modifier and Type	Method and Description
float[]	scaled_values()
float[]	summary()

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

Constructor Detail

VarImp.VarImpRI

public VarImp.VarImpRI(float[] varimp)

Method Detail

scaled_values

public float[] scaled_values()

summary

public float[] summary()