hex.schemas

Class SVDV3.SVDParametersV3

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<SVDModel.SVDParameters,SVDV3.SVDParametersV3>

hex.schemas.SVDV3.SVDParametersV3

All Implemented Interfaces:

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

Enclosing class:

SVDV3

public static final class SVDV3.SVDParametersV3
extends water.api.ModelParametersSchema<SVDModel.SVDParameters,SVDV3.SVDParametersV3>

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
boolean	keep_u
int	max_iterations
int	nv
static java.lang.String[]	own_fields
long	seed
DataInfo.TransformType	transform
java.lang.String	u_name
boolean	use_all_factor_levels

Fields inherited from class water.api.ModelParametersSchema

ignore_const_cols, ignored_columns, model_id, score_each_iteration, training_frame, validation_frame

Fields inherited from class water.api.Schema

__meta, _impl_class, _version_pattern, EXCLUDE_FIELDS, INCLUDE_FIELDS

Constructor Summary

Constructors

Constructor and Description
SVDV3.SVDParametersV3()

Method Summary

Methods inherited from class water.api.ModelParametersSchema

append_field_arrays, fields, fillFromImpl, fillImpl, writeParametersJSON

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, markdown, newInstance, register, registerAllSchemasIfNecessary, schema, schema, schema, schema, schema, schemaClass, schemaClass, schemaClass, schemaClass, schemas

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

own_fields

public static java.lang.String[] own_fields

transform

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

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

SVDV3.SVDParametersV3

public SVDV3.SVDParametersV3()