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, water.api.ModelParametersSchema.ValidationMessageV2

Field Summary

Fields

Modifier and Type	Field and Description
KMeans.Initialization	init
int	K
int	max_iters
boolean	normalize
long	seed

Fields inherited from class water.api.ModelParametersSchema

destination_key, ignored_columns, response_column, training_frame, validation_error_count, validation_frame, validation_messages

Constructor Summary

Constructors

Constructor and Description
KMeansV2.KMeansParametersV2()

Method Summary

Methods

Modifier and Type	Method and Description
KMeansModel.KMeansParameters	createImpl()
java.lang.String[]	fields()
KMeansV2.KMeansParametersV2	fillFromImpl(KMeansModel.KMeansParameters parms)

Methods inherited from class water.api.ModelParametersSchema

writeParametersJSON

Methods inherited from class water.api.Schema

acceptsFrame, fillFromParms, fillFromSchema

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, 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

K

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

max_iters

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

normalize

@API(help="Normalize columns",
     level=secondary)
public boolean normalize

seed

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

init

@API(help="Initialization mode",
     values={"None","PlusPlus","Furthest"})
public KMeans.Initialization init

Constructor Detail

KMeansV2.KMeansParametersV2

public KMeansV2.KMeansParametersV2()

Method Detail

fields

public java.lang.String[] fields()

Specified by:

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

fillFromImpl

public KMeansV2.KMeansParametersV2 fillFromImpl(KMeansModel.KMeansParameters parms)

Overrides:

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

createImpl

public KMeansModel.KMeansParameters createImpl()

Overrides:

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