hex.pca

Class PCAModel.PCAParameters

java.lang.Object

water.Iced

hex.Model.Parameters

hex.pca.PCAModel.PCAParameters

All Implemented Interfaces:

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

Enclosing class:

PCAModel

public static class PCAModel.PCAParameters
extends hex.Model.Parameters

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	PCAModel.PCAParameters.Method

Nested classes/interfaces inherited from class hex.Model.Parameters

hex.Model.Parameters.FoldAssignmentScheme

Field Summary

Fields

Modifier and Type	Field and Description
boolean	_compute_metrics
int	_k
int	_max_iterations
PCAModel.PCAParameters.Method	_pca_method
long	_seed
DataInfo.TransformType	_transform
boolean	_use_all_factor_levels

Fields inherited from class hex.Model.Parameters

_balance_classes, _class_sampling_factors, _fold_assignment, _fold_column, _ignore_const_cols, _ignored_columns, _keep_cross_validation_predictions, _keep_cross_validation_splits, _max_after_balance_size, _max_confusion_matrix_size, _max_hit_ratio_k, _model_id, _nfolds, _offset_column, _response_column, _score_each_iteration, _train, _valid, _weights_column

Constructor Summary

Constructors

Constructor and Description
PCAModel.PCAParameters()

Method Summary

Methods inherited from class hex.Model.Parameters

checksum_impl, defaultDropConsCols, defaultDropNA20Cols, missingColumnsType, read_lock_frames, read_unlock_frames, train, valid

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

_transform

public DataInfo.TransformType _transform

_pca_method

public PCAModel.PCAParameters.Method _pca_method

_k

public int _k

_max_iterations

public int _max_iterations

_seed

public long _seed

_use_all_factor_levels

public boolean _use_all_factor_levels

_compute_metrics

public boolean _compute_metrics

Constructor Detail

PCAModel.PCAParameters

public PCAModel.PCAParameters()