hex

Class VarImp.VarImpRI

java.lang.Object

water.Iced

hex.VarImp

hex.VarImp.VarImpRI

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, 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.

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.VarImp

VarImp.VarImpMDA, VarImp.VarImpMethod, VarImp.VarImpRI

Field Summary

Fields inherited from class hex.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 hex.VarImp

getVariables, scaled, setVariables

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, 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()