hex.schemas

Class SVDV99.SVDParametersV99

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<SVDModel.SVDParameters,SVDV99.SVDParametersV99>

hex.schemas.SVDV99.SVDParametersV99

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

SVDV99

public static final class SVDV99.SVDParametersV99
extends water.api.ModelParametersSchema<SVDModel.SVDParameters,SVDV99.SVDParametersV99>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String[]	fields
boolean	keep_u
int	max_iterations
int	nv
long	seed
SVDModel.SVDParameters.Method	svd_method
DataInfo.TransformType	transform
java.lang.String	u_name
boolean	use_all_factor_levels

Fields inherited from class water.api.ModelParametersSchema

checkpoint, fold_assignment, fold_column, ignore_const_cols, ignored_columns, keep_cross_validation_predictions, model_id, nfolds, offset_column, response_column, score_each_iteration, training_frame, validation_frame, weights_column

Constructor Summary

Constructors

Constructor and Description
SVDV99.SVDParametersV99()

Method Summary

Methods inherited from class water.api.ModelParametersSchema

append_field_arrays, fields, fillFromImpl, fillImpl, writeParametersJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, fillFromParms, fillFromParms, get__meta, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, newInstance, newInstance, registerAllSchemasIfNecessary, schema, schema, schemaClass, schemas, setField

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

fields

public static java.lang.String[] fields

transform

@API(help="Transformation of training data",
     values={"NONE","STANDARDIZE","NORMALIZE","DEMEAN","DESCALE"})
public DataInfo.TransformType transform

svd_method

@API(help="Method for computing SVD (Caution: Power and Probablistic are currently experimental and unstable)",
     values={"GramSVD","Power","Randomized"})
public SVDModel.SVDParameters.Method svd_method

nv

@API(help="Number of right singular vectors")
public int nv

max_iterations

@API(help="Maximum iterations")
public int max_iterations

seed

@API(help="RNG seed for k-means++ initialization")
public long seed

keep_u

@API(help="Save left singular vectors?")
public boolean keep_u

u_name

@API(help="Frame key to save left singular vectors")
public java.lang.String u_name

use_all_factor_levels

@API(help="Whether first factor level is included in each categorical expansion",
     direction=INOUT)
public boolean use_all_factor_levels

Constructor Detail

SVDV99.SVDParametersV99

public SVDV99.SVDParametersV99()