ai.h2o.targetencoding

Class TargetEncoderModel.TargetEncoderParameters

java.lang.Object

water.Iced<hex.Model.Parameters>

hex.Model.Parameters

ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<hex.Model.Parameters>

Enclosing class:

TargetEncoderModel

public static class TargetEncoderModel.TargetEncoderParameters
extends hex.Model.Parameters

See Also:

Serialized Form

Nested Class Summary

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

hex.Model.Parameters.CategoricalEncodingScheme, hex.Model.Parameters.FoldAssignmentScheme

Field Summary

Fields

Modifier and Type	Field and Description
boolean	_blending
java.lang.String[][]	_columns_to_encode
TargetEncoderModel.DataLeakageHandlingStrategy	_data_leakage_handling
double	_inflection_point
boolean	_keep_original_categorical_columns
double	_noise
double	_smoothing

Fields inherited from class hex.Model.Parameters

_auc_type, _auto_rebalance, _balance_classes, _categorical_encoding, _check_constant_response, _checkpoint, _class_sampling_factors, _custom_distribution_func, _custom_metric_func, _cv_fold, _distribution, _export_checkpoints_dir, _fold_assignment, _fold_column, _gainslift_bins, _huber_alpha, _ignore_const_cols, _ignored_columns, _is_cv_model, _keep_cross_validation_fold_assignment, _keep_cross_validation_models, _keep_cross_validation_predictions, _max_after_balance_size, _max_categorical_levels, _max_confusion_matrix_size, _max_runtime_secs, _nfolds, _offset_column, _parallelize_cross_validation, _preprocessors, _pretrained_autoencoder, _quantile_alpha, _response_column, _score_each_iteration, _seed, _stopping_metric, _stopping_rounds, _stopping_tolerance, _train, _tweedie_power, _valid, _weights_column, MAX_SUPPORTED_LEVELS

Constructor Summary

Constructors

Constructor and Description
TargetEncoderParameters()

Method Summary

Modifier and Type	Method and Description
java.lang.String	algoName()
protected boolean	defaultDropConsCols()
java.lang.String	fullName()
BlendingParams	getBlendingParameters()
java.lang.String	javaName()
long	progressUnits()

Methods inherited from class hex.Model.Parameters

checksum, checksum, defaultStoppingTolerance, getDependentKeys, getNonPredictors, getOrMakeRealSeed, getUsedColumns, hasCheckpoint, missingColumnsType, read_lock_frames, read_unlock_frames, setTrain, train, valid

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_columns_to_encode

public java.lang.String[][] _columns_to_encode

_blending

public boolean _blending

_inflection_point

public double _inflection_point

_smoothing

public double _smoothing

_data_leakage_handling

public TargetEncoderModel.DataLeakageHandlingStrategy _data_leakage_handling

_noise

public double _noise

_keep_original_categorical_columns

public boolean _keep_original_categorical_columns

Constructor Detail

TargetEncoderParameters

public TargetEncoderParameters()

Method Detail

algoName

public java.lang.String algoName()

Specified by:

algoName in class hex.Model.Parameters

fullName

public java.lang.String fullName()

Specified by:

fullName in class hex.Model.Parameters

javaName

public java.lang.String javaName()

Specified by:

javaName in class hex.Model.Parameters

progressUnits

public long progressUnits()

Specified by:

progressUnits in class hex.Model.Parameters

getBlendingParameters

public BlendingParams getBlendingParameters()

defaultDropConsCols

protected boolean defaultDropConsCols()

Overrides:

defaultDropConsCols in class hex.Model.Parameters