water.bindings.pojos

Class SVDParametersV3

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelParametersSchema

water.bindings.pojos.SVDParametersV3

public class SVDParametersV3
extends ModelParametersSchema

Field Summary

Fields

Modifier and Type	Field and Description
boolean	ignore_const_cols Ignore constant columns
java.lang.String[]	ignored_columns Ignored columns
boolean	keep_u Save left singular vectors?
int	max_iterations Maximum iterations
java.lang.String	model_id Destination id for this model; auto-generated if not specified
int	nv Number of right singular vectors
boolean	score_each_iteration Whether to score during each iteration of model training
long	seed RNG seed for k-means++ initialization
java.lang.String	training_frame Training frame
TransformType	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
java.lang.String	validation_frame Validation frame

Constructor Summary

Constructors

Constructor and Description
SVDParametersV3()

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

transform

public TransformType transform

Transformation of training data

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

model_id

public java.lang.String model_id

Destination id for this model; auto-generated if not specified

training_frame

public java.lang.String training_frame

Training frame

validation_frame

public java.lang.String validation_frame

Validation frame

ignored_columns

public java.lang.String[] ignored_columns

Ignored columns

ignore_const_cols

public boolean ignore_const_cols

Ignore constant columns

score_each_iteration

public boolean score_each_iteration

Whether to score during each iteration of model training

Constructor Detail

SVDParametersV3

public SVDParametersV3()