hex.schemas

Class KMeansV3.KMeansParametersV3

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<P,S>

water.api.ClusteringModelParametersSchema<KMeansModel.KMeansParameters,KMeansV3.KMeansParametersV3>

hex.schemas.KMeansV3.KMeansParametersV3

All Implemented Interfaces:

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

Enclosing class:

KMeansV3

public static final class KMeansV3.KMeansParametersV3
extends water.api.ClusteringModelParametersSchema<KMeansModel.KMeansParameters,KMeansV3.KMeansParametersV3>

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
KMeans.Initialization	init
int	max_iterations
static java.lang.String[]	own_fields
long	seed
boolean	standardize
water.api.KeyV3.FrameKeyV3	user_points

Fields inherited from class water.api.ClusteringModelParametersSchema

k

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
KMeansV3.KMeansParametersV3()

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

user_points

@API(help="User-specified points",
     required=false)
public water.api.KeyV3.FrameKeyV3 user_points

max_iterations

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

standardize

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

seed

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

init

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

Constructor Detail

KMeansV3.KMeansParametersV3

public KMeansV3.KMeansParametersV3()