A B C D E F G H I J K M N P R S T V W _

A

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

AddNoiseTask(int, int, double) - Constructor for class ai.h2o.targetencoding.TargetEncoder.AddNoiseTask

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

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

apply(Env, Env.StackHelp, AstRoot[]) - Method in class water.rapids.prims.mungers.AstTargetEncoderFit

apply(Env, Env.StackHelp, AstRoot[]) - Method in class water.rapids.prims.mungers.AstTargetEncoderTransform

applyTargetEncoding(Frame, String, Map<String, Frame>, TargetEncoder.DataLeakageHandlingStrategy, String, boolean, double, boolean, BlendingParams, long) - Method in class ai.h2o.targetencoding.TargetEncoder

applyTargetEncoding(Frame, String, Map<String, Frame>, TargetEncoder.DataLeakageHandlingStrategy, String, boolean, double, long, Key<Frame>, BlendingParams) - Method in class ai.h2o.targetencoding.TargetEncoder

Core method for applying pre-calculated encodings to the dataset.

applyTargetEncoding(Frame, String, Map<String, Frame>, TargetEncoder.DataLeakageHandlingStrategy, String, boolean, boolean, BlendingParams, long) - Method in class ai.h2o.targetencoding.TargetEncoder

applyTargetEncoding(Frame, String, Map<String, Frame>, TargetEncoder.DataLeakageHandlingStrategy, String, boolean, long, boolean, Key<Frame>, BlendingParams) - Method in class ai.h2o.targetencoding.TargetEncoder

applyTargetEncoding(Frame, String, Map<String, Frame>, TargetEncoder.DataLeakageHandlingStrategy, boolean, boolean, BlendingParams, long) - Method in class ai.h2o.targetencoding.TargetEncoder

applyTargetEncoding(Frame, String, Map<String, Frame>, TargetEncoder.DataLeakageHandlingStrategy, boolean, double, boolean, BlendingParams, long) - Method in class ai.h2o.targetencoding.TargetEncoder

args() - Method in class water.rapids.prims.mungers.AstTargetEncoderFit

args() - Method in class water.rapids.prims.mungers.AstTargetEncoderTransform

AstTargetEncoderFit - Class in water.rapids.prims.mungers

Rapids wrapper for java TargetEncoder (fit part) Design: Due to a stateless nature of the calls from the client we will have to implement target encoding's workflow with two separate calls: to AstTargetEncoderFit.java and AstTargetEncoderTransform.java

AstTargetEncoderFit() - Constructor for class water.rapids.prims.mungers.AstTargetEncoderFit

AstTargetEncoderTransform - Class in water.rapids.prims.mungers

Rapids wrapper for java TargetEncoder (transform part)

AstTargetEncoderTransform() - Constructor for class water.rapids.prims.mungers.AstTargetEncoderTransform

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.TargetEncoderBuilder

C

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

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

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

D

data_leakage_handling - Variable in class hex.schemas.TargetEncoderTransformParametersV3

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

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

DEFAULT_BLENDING_PARAMS - Static variable in class ai.h2o.targetencoding.TargetEncoder

DENOMINATOR_COL_NAME - Static variable in class ai.h2o.targetencoding.TargetEncoder

E

ENCODED_COLUMN_POSTFIX - Static variable in class ai.h2o.targetencoding.TargetEncoder

encodingMapCleanUp(Map<String, Frame>) - Static method in class ai.h2o.targetencoding.TargetEncoderFrameHelper

F

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

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

fillFromImpl(TargetEncoderModel.TargetEncoderParameters) - Method in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

fillFromImpl(TargetEncoderModel.TargetEncoderParameters, String[]) - Method in class hex.schemas.TargetEncoderV3.TargetEncoderParametersV3

frame - Variable in class hex.schemas.TargetEncoderTransformParametersV3

FrameToTETableTask - Class in ai.h2o.targetencoding

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

fromVal(byte) - Static method in enum ai.h2o.targetencoding.TargetEncoder.DataLeakageHandlingStrategy

The handling strategies of data leakage used to be represented as a simple byte.

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

getDenominator() - Method in class ai.h2o.targetencoding.TEComponents

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

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

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

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

getName() - Method in class ai.h2o.targetencoding.TargetEncoderAlgoRegister

getName() - Method in class ai.h2o.targetencoding.TargetEncoderBuilder

getNumerator() - Method in class ai.h2o.targetencoding.TEComponents

getTargetEncoderModel() - Method in class ai.h2o.targetencoding.TargetEncoderBuilder

getVal() - Method in enum ai.h2o.targetencoding.TargetEncoder.DataLeakageHandlingStrategy

groupingIgnoringFoldColumn(String, Frame, String) - Static method in class ai.h2o.targetencoding.TargetEncoder

H

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

hex.schemas - package hex.schemas

I

ignoreInvalidColumns(int, boolean) - Method in class ai.h2o.targetencoding.TargetEncoderBuilder

inflection_point - Variable in class hex.schemas.TargetEncoderTransformParametersV3

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

J

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

K

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

M

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

map(Chunk[]) - Method in class ai.h2o.targetencoding.FrameToTETableTask

map(Chunk[]) - Method in class ai.h2o.targetencoding.TargetEncoder.AddNoiseTask

map(Chunk[]) - Method in class ai.h2o.targetencoding.TargetEncoder.SubtractCurrentRowForLeaveOneOutTask

model - Variable in class hex.schemas.TargetEncoderTransformParametersV3

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

N

nargs() - Method in class water.rapids.prims.mungers.AstTargetEncoderFit

nargs() - Method in class water.rapids.prims.mungers.AstTargetEncoderTransform

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

Never do traditional cross-validation for Target Encoder Model.

noise - Variable in class hex.schemas.TargetEncoderTransformParametersV3

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

NUMERATOR_COL_NAME - Static variable in class ai.h2o.targetencoding.TargetEncoder

P

prepareEncodingMap(Frame, String, String, boolean) - Method in class ai.h2o.targetencoding.TargetEncoder

prepareEncodingMap(Frame, String, String) - Method in class ai.h2o.targetencoding.TargetEncoder

prior_mean - Variable in class hex.schemas.TargetEncoderModelOutputV3

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

R

reduce(FrameToTETableTask) - Method in class ai.h2o.targetencoding.FrameToTETableTask

register(Frame) - Static method in class ai.h2o.targetencoding.TargetEncoderFrameHelper

registerEndPoints(RestApiContext) - Method in class ai.h2o.targetencoding.TargetEncoderAlgoRegister

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

S

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

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

seed - Variable in class hex.schemas.TargetEncoderTransformParametersV3

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

smoothing - Variable in class hex.schemas.TargetEncoderTransformParametersV3

str() - Method in class water.rapids.prims.mungers.AstTargetEncoderFit

str() - Method in class water.rapids.prims.mungers.AstTargetEncoderTransform

SubtractCurrentRowForLeaveOneOutTask(int, int, int) - Constructor for class ai.h2o.targetencoding.TargetEncoder.SubtractCurrentRowForLeaveOneOutTask

T

TargetEncoder - Class in ai.h2o.targetencoding

Status: alpha version This is a core class for target encoding related logic.

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

TargetEncoder.AddNoiseTask - Class in ai.h2o.targetencoding

TargetEncoder.DataLeakageHandlingStrategy - Enum in ai.h2o.targetencoding

TargetEncoder.SubtractCurrentRowForLeaveOneOutTask - Class in ai.h2o.targetencoding

TargetEncoderAlgoRegister - Class in ai.h2o.targetencoding

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

TargetEncoderBuilder - Class in ai.h2o.targetencoding

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

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

TargetEncoderFrameHelper - Class in ai.h2o.targetencoding

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

TargetEncoderHandler - Class in ai.h2o.targetencoding

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

TargetEncoderModel - Class in ai.h2o.targetencoding

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

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

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

TargetEncoderOutput(TargetEncoderBuilder, IcedHashMapGeneric<String, Frame>, double) - 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

TargetEncoderTransformParameters - Class in ai.h2o.targetencoding

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

TargetEncoderTransformParametersV3 - Class in hex.schemas

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

TargetEncoderTransformParametersV3.DataLeakageHandlingStrategyProvider - Class in hex.schemas

TargetEncoderV3 - Class in hex.schemas

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

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

TEComponents - Class in ai.h2o.targetencoding

TEComponents(int, int) - Constructor for class ai.h2o.targetencoding.TEComponents

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

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

transform(int, TargetEncoderTransformParametersV3) - Method in class ai.h2o.targetencoding.TargetEncoderHandler

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

Transform with noise

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

Transform with default noise of 0.01

V

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

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

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

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

W

water.rapids.prims.mungers - package water.rapids.prims.mungers

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

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

_

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

_blending - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

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

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

_data_leakage_handling - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

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

_frame - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

_inflection_point - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

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

_model - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

_noise - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

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

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

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

_seed - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

_smoothing - Variable in class ai.h2o.targetencoding.TargetEncoderTransformParameters

_table - Variable in class ai.h2o.targetencoding.FrameToTETableTask

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

A B C D E F G H I J K M N P R S T V W _