water.bindings.pojos

Class AggregatorParametersV3

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelParametersSchema

water.bindings.pojos.AggregatorParametersV3

public class AggregatorParametersV3
extends ModelParametersSchema

Field Summary

Fields

Modifier and Type	Field and Description
int	k Rank of matrix approximation
int	max_iterations Maximum number of iterations for PCA
PcaPCAModelPCAParametersMethod	pca_method Method for computing PCA (Caution: Power and GLRM are currently experimental and unstable)
double	radius_scale Radius scaling
long	seed RNG seed for initialization
DataInfoTransformType	transform Transformation of training data
boolean	use_all_factor_levels Whether first factor level is included in each categorical expansion

Fields inherited from class water.bindings.pojos.ModelParametersSchema

checkpoint, fold_assignment, fold_column, ignore_const_cols, ignored_columns, keep_cross_validation_fold_assignment, keep_cross_validation_predictions, max_runtime_secs, model_id, nfolds, offset_column, parallelize_cross_validation, response_column, score_each_iteration, stopping_metric, stopping_rounds, stopping_tolerance, training_frame, validation_frame, weights_column

Constructor Summary

Constructors

Constructor and Description
AggregatorParametersV3()

Method Summary

Methods

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

radius_scale

public double radius_scale

Radius scaling

transform

public DataInfoTransformType transform

Transformation of training data

pca_method

public PcaPCAModelPCAParametersMethod pca_method

Method for computing PCA (Caution: Power and GLRM are currently experimental and unstable)

k

public int k

Rank of matrix approximation

max_iterations

public int max_iterations

Maximum number of iterations for PCA

seed

public long seed

RNG seed for initialization

use_all_factor_levels

public boolean use_all_factor_levels

Whether first factor level is included in each categorical expansion

Constructor Detail

AggregatorParametersV3

public AggregatorParametersV3()

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelParametersSchema