water.bindings.pojos

Class GridSearchSchema

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.GridSearchSchema

public class GridSearchSchema
extends Schema

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.String	grid_id Destination id for this grid; auto-generated if not specified.
java.util.Map<java.lang.Object,java.lang.Object>	hyper_parameters Grid search parameters.
JobV3	job Job Key.
int	max_models Maximum number of models to build.
int	max_time_ms Maximum time to spend building models, in mS.
ModelParametersSchema	parameters Basic model builder parameters.
long	seed Seed for randomized search criteria.
Strategy	strategy Hyperparameter search strategy, either "Cartesian" or "Random".
int	total_models Number of all models generated by grid search.

Constructor Summary

Constructors

Constructor and Description
GridSearchSchema()

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

parameters

public ModelParametersSchema parameters

Basic model builder parameters.

hyper_parameters

public java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters

Grid search parameters.

grid_id

public java.lang.String grid_id

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

strategy

public Strategy strategy

Hyperparameter search strategy, either "Cartesian" or "Random".

max_models

public int max_models

Maximum number of models to build.

max_time_ms

public int max_time_ms

Maximum time to spend building models, in mS. The highest possible is ~24.855 days.

seed

public long seed

Seed for randomized search criteria.

total_models

public int total_models

Number of all models generated by grid search.

job

public JobV3 job

Job Key.

Constructor Detail

GridSearchSchema

public GridSearchSchema()