water.util

Class ParamUtils

java.lang.Object

water.util.ParamUtils

public class ParamUtils
extends java.lang.Object

A helper class proving queries over Iced objects parameters.

Constructor Summary

Constructors

Constructor and Description
ParamUtils()

Method Summary

Methods

Modifier and Type	Method and Description
static java.util.Set<java.lang.String>	getCriticalParamNames(DocGen.FieldDoc[] doc) Names of the model parameters which will always be shown in a short description of the model (e.g., for a tree model it would include ntrees and depth).
static java.util.Set<java.lang.String>	getExpertParamNames(DocGen.FieldDoc[] doc) Names of the model parameters which will be shown only in an expert view of the model (e.g., for Deep Learning it would include initial_weight_scale).
static java.util.Set<java.lang.String>	getParamNames(DocGen.FieldDoc[] doc, ParamImportance filter)
static java.util.Set<java.lang.String>	getSecondaryParamNames(DocGen.FieldDoc[] doc) Names of the model parameters which will also be shown in a longer description of the model (e.g., learning rate).

Methods inherited from class java.lang.Object

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

Constructor Detail

ParamUtils

public ParamUtils()

Method Detail

getCriticalParamNames

public static java.util.Set<java.lang.String> getCriticalParamNames(DocGen.FieldDoc[] doc)

Names of the model parameters which will always be shown in a short description of the model (e.g., for a tree model it would include ntrees and depth).

getSecondaryParamNames

public static java.util.Set<java.lang.String> getSecondaryParamNames(DocGen.FieldDoc[] doc)

Names of the model parameters which will also be shown in a longer description of the model (e.g., learning rate).

getExpertParamNames

public static java.util.Set<java.lang.String> getExpertParamNames(DocGen.FieldDoc[] doc)

Names of the model parameters which will be shown only in an expert view of the model (e.g., for Deep Learning it would include initial_weight_scale).

getParamNames

public static java.util.Set<java.lang.String> getParamNames(DocGen.FieldDoc[] doc,
                                            ParamImportance filter)