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A

addFeatureInteraction(Frame, String[]) - Static method in class ai.h2o.targetencoding.interaction.InteractionSupport

addFeatureInteraction(Frame, String[], String[]) - Static method in class ai.h2o.targetencoding.interaction.InteractionSupport

addKFoldColumn(Frame, String, int, long) - Static method in class ai.h2o.targetencoding.TargetEncoderHelper

ai.h2o.targetencoding - package ai.h2o.targetencoding

ai.h2o.targetencoding.interaction - package ai.h2o.targetencoding.interaction

ai.h2o.targetencoding.strategy - package ai.h2o.targetencoding.strategy

ALGO_NAME - Static variable in class ai.h2o.targetencoding.TargetEncoderModel

algoName() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

AllCategoricalTEApplicationStrategy - Class in ai.h2o.targetencoding.strategy

AllCategoricalTEApplicationStrategy(Frame, String[]) - Constructor for class ai.h2o.targetencoding.strategy.AllCategoricalTEApplicationStrategy

Constructor for selection of categorical columns strategy

as_training - Variable in class hex.schemas.TargetEncoderTransformParametersV3

asModel() - Method in class ai.h2o.targetencoding.TargetEncoderPreprocessor

B

blending - Variable in class hex.schemas.TargetEncoderTransformParametersV3

blending - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

BlendingParams - Class in ai.h2o.targetencoding

BlendingParams(double, double) - Constructor for class ai.h2o.targetencoding.BlendingParams

builderVisibility() - Method in class ai.h2o.targetencoding.TargetEncoder

C

can_build() - Method in class ai.h2o.targetencoding.TargetEncoder

columns_to_encode - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

ColumnsMapping - Class in ai.h2o.targetencoding

ColumnsMapping(String[], String[]) - Constructor for class ai.h2o.targetencoding.ColumnsMapping

ColumnsMappingV3() - Constructor for class hex.schemas.TargetEncoderModelOutputV3.ColumnsMappingV3

createOutputSchema() - Method in class hex.schemas.TargetEncoderModelV3

createParametersSchema() - Method in class hex.schemas.TargetEncoderModelV3

D

data_leakage_handling - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

DataLeakageHandlingStrategyProvider() - Constructor for class hex.schemas.TargetEncoderV3.DataLeakageHandlingStrategyProvider

defaultDropConsCols() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

F

fields() - Method in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

frame - Variable in class hex.schemas.TargetEncoderTransformParametersV3

from() - Method in class ai.h2o.targetencoding.ColumnsMapping

from - Variable in class hex.schemas.TargetEncoderModelOutputV3.ColumnsMappingV3

fullName() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

G

getBlendingParameters() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

getColumnsToEncode() - Method in class ai.h2o.targetencoding.strategy.AllCategoricalTEApplicationStrategy

getColumnsToEncode() - Method in class ai.h2o.targetencoding.strategy.TEApplicationStrategy

getColumnsToEncode() - Method in class ai.h2o.targetencoding.strategy.ThresholdTEApplicationStrategy

getInflectionPoint() - Method in class ai.h2o.targetencoding.BlendingParams

The inflection point of the sigmoid used as a shrinking factor.

getModelCategory() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

getMojo() - Method in class ai.h2o.targetencoding.TargetEncoderModel

getName() - Method in class hex.api.targetencoding.TargetEncoderAlgoRegister

getSmoothing() - Method in class ai.h2o.targetencoding.BlendingParams

The smoothing factor, i.e.

H

haveMojo() - Method in class ai.h2o.targetencoding.TargetEncoder

hex.api.targetencoding - package hex.api.targetencoding

hex.schemas - package hex.schemas

I

inflection_point - Variable in class hex.schemas.TargetEncoderTransformParametersV3

inflection_point - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

init(boolean) - Method in class ai.h2o.targetencoding.TargetEncoder

input_to_output_columns - Variable in class hex.schemas.TargetEncoderModelOutputV3

InteractionSupport - Class in ai.h2o.targetencoding.interaction

InteractionSupport() - Constructor for class ai.h2o.targetencoding.interaction.InteractionSupport

isSupervised() - Method in class ai.h2o.targetencoding.TargetEncoder

J

javaName() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

K

keep_original_categorical_columns - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

M

makeMetricBuilder(String[]) - Method in class ai.h2o.targetencoding.TargetEncoderModel

model - Variable in class hex.schemas.TargetEncoderTransformParametersV3

mojoVersion() - Method in class ai.h2o.targetencoding.TargetEncoderMojoWriter

N

nFoldCV() - Method in class ai.h2o.targetencoding.TargetEncoder

Never do traditional cross-validation for Target Encoder Model.

NO_FOLD - Static variable in class ai.h2o.targetencoding.TargetEncoderModel

noise - Variable in class hex.schemas.TargetEncoderTransformParametersV3

noise - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

P

processScoring(Frame, Model) - Method in class ai.h2o.targetencoding.TargetEncoderPreprocessor

processTrain(Frame, Model.Parameters) - Method in class ai.h2o.targetencoding.TargetEncoderPreprocessor

processValid(Frame, Model.Parameters) - Method in class ai.h2o.targetencoding.TargetEncoderPreprocessor

progressUnits() - Method in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

R

registerEndPoints(RestApiContext) - Method in class hex.api.targetencoding.TargetEncoderAlgoRegister

remove_impl(Futures, boolean) - Method in class ai.h2o.targetencoding.TargetEncoderModel

remove_impl(Futures, boolean) - Method in class ai.h2o.targetencoding.TargetEncoderPreprocessor

S

score(Frame, String, Job, boolean, CFuncRef) - Method in class ai.h2o.targetencoding.TargetEncoderModel

Model.score(Frame) always encodes as if the data were new (ie.

score0(double[], double[]) - Method in class ai.h2o.targetencoding.TargetEncoderModel

seed - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

smoothing - Variable in class hex.schemas.TargetEncoderTransformParametersV3

smoothing - Variable in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

T

TargetEncoder - Class in ai.h2o.targetencoding

TargetEncoder(TargetEncoderModel.TargetEncoderParameters) - Constructor for class ai.h2o.targetencoding.TargetEncoder

TargetEncoder(TargetEncoderModel.TargetEncoderParameters, Key<TargetEncoderModel>) - Constructor for class ai.h2o.targetencoding.TargetEncoder

TargetEncoder(boolean) - Constructor for class ai.h2o.targetencoding.TargetEncoder

TargetEncoderAlgoRegister - Class in hex.api.targetencoding

TargetEncoderAlgoRegister() - Constructor for class hex.api.targetencoding.TargetEncoderAlgoRegister

TargetEncoderHandler - Class in hex.api.targetencoding

TargetEncoderHandler() - Constructor for class hex.api.targetencoding.TargetEncoderHandler

TargetEncoderHandler.TargetEncoderTransformParameters - Class in hex.api.targetencoding

TargetEncoderHelper - Class in ai.h2o.targetencoding

This is a helper class for target encoding related logic, grouping mainly distributed tasks or other utility functions needed to generate and apply the target encoding maps.

TargetEncoderModel - Class in ai.h2o.targetencoding

TargetEncoderModel(Key<TargetEncoderModel>, TargetEncoderModel.TargetEncoderParameters, TargetEncoderModel.TargetEncoderOutput) - Constructor for class ai.h2o.targetencoding.TargetEncoderModel

Start TargetEncoderModel per se

TargetEncoderModel.DataLeakageHandlingStrategy - Enum in ai.h2o.targetencoding

TargetEncoderModel.TargetEncoderOutput - Class in ai.h2o.targetencoding

TargetEncoderModel.TargetEncoderParameters - Class in ai.h2o.targetencoding

TargetEncoderModelOutputV3 - Class in hex.schemas

TargetEncoderModelOutputV3() - Constructor for class hex.schemas.TargetEncoderModelOutputV3

TargetEncoderModelOutputV3.ColumnsMappingV3 - Class in hex.schemas

TargetEncoderModelV3 - Class in hex.schemas

TargetEncoderModelV3() - Constructor for class hex.schemas.TargetEncoderModelV3

TargetEncoderMojoWriter - Class in ai.h2o.targetencoding

TargetEncoderMojoWriter() - Constructor for class ai.h2o.targetencoding.TargetEncoderMojoWriter

TargetEncoderMojoWriter(TargetEncoderModel) - Constructor for class ai.h2o.targetencoding.TargetEncoderMojoWriter

TargetEncoderOutput(TargetEncoder) - Constructor for class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

TargetEncoderParameters() - Constructor for class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

TargetEncoderParametersV3() - Constructor for class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

TargetEncoderPreprocessor - Class in ai.h2o.targetencoding

TargetEncoderPreprocessor(TargetEncoderModel) - Constructor for class ai.h2o.targetencoding.TargetEncoderPreprocessor

TargetEncoderTransformParameters() - Constructor for class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

TargetEncoderTransformParametersV3 - Class in hex.schemas

TargetEncoderTransformParametersV3() - Constructor for class hex.schemas.TargetEncoderTransformParametersV3

TargetEncoderV3 - Class in hex.schemas

TargetEncoderV3() - Constructor for class hex.schemas.TargetEncoderV3

TargetEncoderV3.DataLeakageHandlingStrategyProvider - Class in hex.schemas

TargetEncoderV3.TargetEncoderParametersV3 - Class in hex.schemas

TEApplicationStrategy - Class in ai.h2o.targetencoding.strategy

Strategy that defines which columns of the frame should be encoded with TargetEncoder

TEApplicationStrategy() - Constructor for class ai.h2o.targetencoding.strategy.TEApplicationStrategy

ThresholdTEApplicationStrategy - Class in ai.h2o.targetencoding.strategy

Strategy that will select only categorical columns with cardinality of greater of equal than specified threshold

ThresholdTEApplicationStrategy(Frame, long, String[]) - Constructor for class ai.h2o.targetencoding.strategy.ThresholdTEApplicationStrategy

Constructor for selection of categorical columns strategy based on threshold value

to() - Method in class ai.h2o.targetencoding.ColumnsMapping

to - Variable in class hex.schemas.TargetEncoderModelOutputV3.ColumnsMappingV3

trainModelImpl() - Method in class ai.h2o.targetencoding.TargetEncoder

transform(Frame) - Method in class ai.h2o.targetencoding.TargetEncoderModel

transform(Frame, BlendingParams, double) - Method in class ai.h2o.targetencoding.TargetEncoderModel

transform(Frame, boolean, int, BlendingParams, double) - Method in class ai.h2o.targetencoding.TargetEncoderModel

Applies target encoding to unseen data during training.

transform(int, TargetEncoderTransformParametersV3) - Method in class hex.api.targetencoding.TargetEncoderHandler

transformTraining(Frame) - Method in class ai.h2o.targetencoding.TargetEncoderModel

transformTraining(Frame, int) - Method in class ai.h2o.targetencoding.TargetEncoderModel

V

valueOf(String) - Static method in enum ai.h2o.targetencoding.TargetEncoderModel.DataLeakageHandlingStrategy

Returns the enum constant of this type with the specified name.

values() - Static method in enum ai.h2o.targetencoding.TargetEncoderModel.DataLeakageHandlingStrategy

Returns an array containing the constants of this enum type, in the order they are declared.

W

writeModelData() - Method in class ai.h2o.targetencoding.TargetEncoderMojoWriter

_

_as_training - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_blending - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_blending - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_columns_to_encode - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_data_leakage_handling - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_frame - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_inflection_point - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_inflection_point - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_input_to_encoding_column - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

_input_to_output_columns - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

_keep_original_categorical_columns - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_model - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_nclasses - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

_noise - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_noise - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_parms - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

_smoothing - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderParameters

_smoothing - Variable in class hex.api.targetencoding.TargetEncoderHandler.TargetEncoderTransformParameters

_target_encoding_map - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

_te_column_to_hasNAs - Variable in class ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

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