water.bindings.pojos

Class PCAParametersV99

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelParametersSchema

water.bindings.pojos.PCAParametersV99

public class PCAParametersV99
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
int	k Rank of matrix approximation
java.lang.String	loading_name Frame key to save left singular vectors from SVD
int	max_iterations Maximum training iterations
java.lang.String	model_id Destination id for this model; auto-generated if not specified
Method	pca_method Method for computing PCA
boolean	score_each_iteration Whether to score during each iteration of model training
long	seed RNG seed for initialization
java.lang.String	training_frame Training frame
TransformType	transform Transformation of training data
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
PCAParametersV99()

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

pca_method

public Method pca_method

Method for computing PCA

k

public int k

Rank of matrix approximation

max_iterations

public int max_iterations

Maximum training iterations

seed

public long seed

RNG seed for initialization

loading_name

public java.lang.String loading_name

Frame key to save left singular vectors from SVD

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

PCAParametersV99

public PCAParametersV99()