hex.schemas

Class PCAV3.PCAParametersV3

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<PCAModel.PCAParameters,PCAV3.PCAParametersV3>

hex.schemas.PCAV3.PCAParametersV3

All Implemented Interfaces:

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

Enclosing class:

PCAV3

public static final class PCAV3.PCAParametersV3
extends water.api.ModelParametersSchema<PCAModel.PCAParameters,PCAV3.PCAParametersV3>

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
int	k
water.api.KeyV3.FrameKeyV3	loading_key
int	max_iterations
static java.lang.String[]	own_fields
long	seed
DataInfo.TransformType	transform

Fields inherited from class water.api.ModelParametersSchema

drop_na20_cols, ignored_columns, model_id, 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
PCAV3.PCAParametersV3()

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

k

@API(help="Rank of matrix approximation",
     required=true)
public int k

max_iterations

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

seed

@API(help="RNG seed for initialization")
public long seed

loading_key

@API(help="Frame key to save resulting X")
public water.api.KeyV3.FrameKeyV3 loading_key

Constructor Detail

PCAV3.PCAParametersV3

public PCAV3.PCAParametersV3()