water.bindings.pojos

Class GridSearchSchema

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.GridSearchSchema

public class GridSearchSchema
extends SchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
GridKeyV3	gridId Destination id for this grid; auto-generated if not specified.
java.util.Map<java.lang.Object,java.lang.Object>	hyperParameters Grid search parameters.
JobV3	job Job Key.
int	parallelism Level of parallelism during grid model building.
ModelParametersSchemaV3	parameters Basic model builder parameters.
HyperSpaceSearchCriteriaV99	searchCriteria Hyperparameter search criteria, including strategy and early stopping directives.
int	totalModels Number of all models generated by grid search.

Constructor Summary

Constructors

Constructor and Description
GridSearchSchema() Public constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

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

Field Detail

parameters

public ModelParametersSchemaV3 parameters

Basic model builder parameters.

hyperParameters

@SerializedName(value="hyper_parameters")
public java.util.Map<java.lang.Object,java.lang.Object> hyperParameters

Grid search parameters.

gridId

@SerializedName(value="grid_id")
public GridKeyV3 gridId

Destination id for this grid; auto-generated if not specified.

searchCriteria

@SerializedName(value="search_criteria")
public HyperSpaceSearchCriteriaV99 searchCriteria

Hyperparameter search criteria, including strategy and early stopping directives. If it is not given, exhaustive Cartesian is used.

parallelism

public int parallelism

Level of parallelism during grid model building. 1 = sequential building (default). 0 for adaptive parallelism.Any number > 1 sets the exact number of models built in parallel.

totalModels

@SerializedName(value="total_models")
public int totalModels

Number of all models generated by grid search.

job

public JobV3 job

Job Key.

Constructor Detail

GridSearchSchema

public GridSearchSchema()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class SchemaV3