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

Fields inherited from class water.api.ClusteringModelParametersSchema

k, own_fields

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
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

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

user_points

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

max_iterations

@API(help="Maximum training iterations",
     gridable=true)
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()