hex.schemas

Class KMeansV2.KMeansParametersV2

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<KMeansModel.KMeansParameters,KMeansV2.KMeansParametersV2>

hex.schemas.KMeansV2.KMeansParametersV2

All Implemented Interfaces:

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

Enclosing class:

KMeansV2

public static final class KMeansV2.KMeansParametersV2
extends water.api.ModelParametersSchema<KMeansModel.KMeansParameters,KMeansV2.KMeansParametersV2>

See Also:

Serialized Form

Nested Class Summary

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

water.api.ModelParametersSchema.ValidationMessageBase<I extends hex.ModelBuilder.ValidationMessage,S extends water.api.ModelParametersSchema.ValidationMessageBase<I,S>>, water.api.ModelParametersSchema.ValidationMessageV2

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

water.api.Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
KMeans.Initialization	init
int	k
int	max_iters
static java.lang.String[]	own_fields
long	seed
boolean	standardize
water.api.KeySchema	user_points

Fields inherited from class water.api.ModelParametersSchema

destination_key, ignored_columns, score_each_iteration, training_frame, validation_frame

Fields inherited from class water.api.Schema

__meta, _impl_class, _version_pattern

Constructor Summary

Constructors

Constructor and Description
KMeansV2.KMeansParametersV2()

Method Summary

Methods

Modifier and Type	Method and Description
KMeansV2.KMeansParametersV2	fillFromImpl(KMeansModel.KMeansParameters parms)
KMeansModel.KMeansParameters	fillImpl(KMeansModel.KMeansParameters impl)

Methods inherited from class water.api.ModelParametersSchema

append_field_arrays, fields, writeParametersJSON

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, getImplClass, getImplClass, 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

user_points

@API(help="User-specified points",
     required=false)
public water.api.KeySchema user_points

k

@API(help="Number of clusters",
     required=true)
public int k

max_iters

@API(help="Maximum training iterations.")
public int max_iters

standardize

@API(help="Standardize columns",
     level=secondary)
public boolean standardize

seed

@API(help="RNG Seed",
     level=expert)
public long seed

init

@API(help="Initialization mode",
     values={"Random","PlusPlus","Furthest","User"})
public KMeans.Initialization init

Constructor Detail

KMeansV2.KMeansParametersV2

public KMeansV2.KMeansParametersV2()

Method Detail

fillFromImpl

public KMeansV2.KMeansParametersV2 fillFromImpl(KMeansModel.KMeansParameters parms)

Overrides:

fillFromImpl in class water.api.ModelParametersSchema<KMeansModel.KMeansParameters,KMeansV2.KMeansParametersV2>

fillImpl

public KMeansModel.KMeansParameters fillImpl(KMeansModel.KMeansParameters impl)

Overrides:

fillImpl in class water.api.ModelParametersSchema<KMeansModel.KMeansParameters,KMeansV2.KMeansParametersV2>