hex.schemas

Class TargetEncoderV3.TargetEncoderParametersV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<P,S>

water.api.schemas3.ModelParametersSchemaV3<TargetEncoderModel.TargetEncoderParameters,TargetEncoderV3.TargetEncoderParametersV3>

hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

All Implemented Interfaces:

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

Enclosing class:

TargetEncoderV3

public static class TargetEncoderV3.TargetEncoderParametersV3
extends water.api.schemas3.ModelParametersSchemaV3<TargetEncoderModel.TargetEncoderParameters,TargetEncoderV3.TargetEncoderParametersV3>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

water.api.schemas3.SchemaV3.Meta

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
boolean	blending
TargetEncoder.DataLeakageHandlingStrategy	data_leakage_handling
double	f
double	k

Fields inherited from class water.api.schemas3.ModelParametersSchemaV3

categorical_encoding, checkpoint, custom_distribution_func, custom_metric_func, distribution, export_checkpoints_dir, fold_assignment, fold_column, huber_alpha, ignore_const_cols, ignored_columns, keep_cross_validation_fold_assignment, keep_cross_validation_models, keep_cross_validation_predictions, max_categorical_levels, max_runtime_secs, model_id, nfolds, offset_column, parallelize_cross_validation, quantile_alpha, response_column, score_each_iteration, stopping_metric, stopping_rounds, stopping_tolerance, training_frame, tweedie_power, validation_frame, weights_column

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
TargetEncoderParametersV3()

Method Summary

Modifier and Type	Method and Description
java.lang.String[]	fields()
TargetEncoderV3.TargetEncoderParametersV3	fillFromImpl(TargetEncoderModel.TargetEncoderParameters impl)
protected TargetEncoderV3.TargetEncoderParametersV3	fillFromImpl(TargetEncoderModel.TargetEncoderParameters impl, java.lang.String[] fieldsToSkip)

Methods inherited from class water.api.schemas3.ModelParametersSchemaV3

append_field_arrays, extractDeclaredApiParameters, fillImpl, writeParametersJSON

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromBody, fillFromImpl, fillFromParms, fillFromParms, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

blending

@API(help="Blending enabled/disabled")
public boolean blending

k

@API(help="Inflection point. Used for blending (if enabled). Blending is to be enabled separately using the \'blending\' parameter.")
public double k

f

@API(help="Smooothing. Used for blending (if enabled). Blending is to be enabled separately using the \'blending\' parameter.")
public double f

data_leakage_handling

@API(help="Data leakage handling strategy. Default to None.",
     values={"None","KFold","LeaveOneOut"})
public TargetEncoder.DataLeakageHandlingStrategy data_leakage_handling

Constructor Detail

TargetEncoderParametersV3

public TargetEncoderParametersV3()

Method Detail

fields

public java.lang.String[] fields()

Overrides:

fields in class water.api.schemas3.ModelParametersSchemaV3<TargetEncoderModel.TargetEncoderParameters,TargetEncoderV3.TargetEncoderParametersV3>

fillFromImpl

public TargetEncoderV3.TargetEncoderParametersV3 fillFromImpl(TargetEncoderModel.TargetEncoderParameters impl)

Overrides:

fillFromImpl in class water.api.schemas3.ModelParametersSchemaV3<TargetEncoderModel.TargetEncoderParameters,TargetEncoderV3.TargetEncoderParametersV3>

fillFromImpl

protected TargetEncoderV3.TargetEncoderParametersV3 fillFromImpl(TargetEncoderModel.TargetEncoderParameters impl,
                                                                 java.lang.String[] fieldsToSkip)

Overrides:

fillFromImpl in class water.api.Schema<TargetEncoderModel.TargetEncoderParameters,TargetEncoderV3.TargetEncoderParametersV3>