hex.schemas

Class PCAV99.PCAParametersV99

java.lang.Object

water.Iced

water.api.Schema<P,S>

water.api.ModelParametersSchema<PCAModel.PCAParameters,PCAV99.PCAParametersV99>

hex.schemas.PCAV99.PCAParametersV99

All Implemented Interfaces:

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

Enclosing class:

PCAV99

public static final class PCAV99.PCAParametersV99
extends water.api.ModelParametersSchema<PCAModel.PCAParameters,PCAV99.PCAParametersV99>

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
int	k
java.lang.String	loading_name
int	max_iterations
static java.lang.String[]	own_fields
PCAModel.PCAParameters.Method	pca_method
long	seed
DataInfo.TransformType	transform
boolean	use_all_factor_levels

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
PCAV99.PCAParametersV99()

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

pca_method

@API(help="Method for computing PCA",
     values={"GramSVD","Power","GLRM"})
public PCAModel.PCAParameters.Method pca_method

k

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

max_iterations

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

seed

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

loading_name

@API(help="Frame key to save left singular vectors from SVD",
     direction=INPUT)
public java.lang.String loading_name

use_all_factor_levels

@API(help="Whether first factor level is included in each categorical expansion",
     direction=INOUT)
public boolean use_all_factor_levels

Constructor Detail

PCAV99.PCAParametersV99

public PCAV99.PCAParametersV99()