water.bindings.pojos

Class SVDParametersV99

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelParametersSchema

water.bindings.pojos.SVDParametersV99

public class SVDParametersV99
extends ModelParametersSchema

Field Summary

Fields

Modifier and Type	Field and Description
boolean	keep_u Save left singular vectors?
int	max_iterations Maximum iterations
int	nv Number of right singular vectors
long	seed RNG seed for k-means++ initialization
SvdSVDModelSVDParametersMethod	svd_method Method for computing SVD (Caution: Power and Randomized are currently experimental and unstable)
DataInfoTransformType	transform Transformation of training data
java.lang.String	u_name Frame key to save left singular vectors
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
SVDParametersV99()

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

transform

public DataInfoTransformType transform

Transformation of training data

svd_method

public SvdSVDModelSVDParametersMethod svd_method

Method for computing SVD (Caution: Power and Randomized are currently experimental and unstable)

nv

public int nv

Number of right singular vectors

max_iterations

public int max_iterations

Maximum iterations

seed

public long seed

RNG seed for k-means++ initialization

keep_u

public boolean keep_u

Save left singular vectors?

u_name

public java.lang.String u_name

Frame key to save left singular vectors

use_all_factor_levels

public boolean use_all_factor_levels

Whether first factor level is included in each categorical expansion

Constructor Detail

SVDParametersV99

public SVDParametersV99()

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelParametersSchema