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

A

admissible_cmi - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

admissible_cmi_raw - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

admissible_features - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

admissible_features_valid - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

admissible_features_xval - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

admissible_relevance - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

algoName() - Method in class hex.Infogram.InfogramModel.InfogramParameters

algorithm - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

algorithm_params - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

all_predictor_names - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

B

balance_classes - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

For imbalanced data, balance training data class counts via over/under-sampling.

buildModelBuilders(Model.Parameters[]) - Static method in class hex.Infogram.InfogramUtils

buildModelParameters(Frame[], Model.Parameters, int, InfogramModel.InfogramParameters.Algorithm) - Static method in class hex.Infogram.InfogramUtils

Build model parameters for model specified in infogram_algorithm.

C

calculateFinalCMI(double[], boolean) - Static method in class hex.Infogram.InfogramUtils

To calculate the CMI, refer to https://h2oai.atlassian.net/browse/PUBDEV-8075 section I step 2 for core infogram, section II step 2 for fair infogram.

calculateMeanInfogramInfo(double[][], List<List<String>>, long[]) - Method in class hex.Infogram.Infogram

can_build() - Method in class hex.Infogram.Infogram

class_sampling_factors - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

Desired over/under-sampling ratios per class (lexicographic order).

cmi - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

cmi_raw - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

computeCrossValidation() - Method in class hex.Infogram.Infogram

This is called before cross-validation is carried out

copyInfoGramParams(List<String>) - Method in class hex.Infogram.InfogramModel.InfogramParameters

createImpl() - Method in class hex.schemas.InfogramModelV3

createOutputSchema() - Method in class hex.schemas.InfogramModelV3

createParametersSchema() - Method in class hex.schemas.InfogramModelV3

cv_computeAndSetOptimalParameters(ModelBuilder[]) - Method in class hex.Infogram.Infogram

D

data_fraction - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

E

EstimateCMI - Class in hex.Infogram

EstimateCMI(Frame, int) - Constructor for class hex.Infogram.EstimateCMI

extractAdmissibleFeatures(Frame, boolean, boolean) - Method in class hex.Infogram.InfogramModel.InfogramModelOutput

Generate arrays containing only admissible features which are predictors with both cmi >= cmi_threshold and relevance >= relevance_threshold

extractInfogramInfo(InfogramModel, double[][], List<List<String>>, int) - Static method in class hex.Infogram.InfogramUtils

extractPredictors(InfogramModel.InfogramParameters, Frame, String) - Static method in class hex.Infogram.InfogramUtils

This method will take the columns of _parms.train().

extractTopKPredictors(InfogramModel.InfogramParameters, Frame, String[], Key<Frame>[]) - Static method in class hex.Infogram.InfogramUtils

Method to run infogram model once in order to get the variable importance of the topK predictors

extractTrainingFrame(InfogramModel.InfogramParameters, String[], double, Frame) - Static method in class hex.Infogram.InfogramUtils

This method will perform two functions: - if user only wants a fraction of the training dataset to be used for infogram calculation, we will split the training frame and only use a fraction of it for infogram training purposes; - next, a new training dataset will be generated containing only the predictors in predictors2Use array.

extraModelSpecificParams() - Method in class hex.Infogram.InfogramModel.InfogramParameters

This method performs the following functions: 1.

F

fields - Static variable in class hex.schemas.InfogramV3.InfogramParametersV3

fillImpl(InfogramModel.InfogramParameters) - Method in class hex.schemas.InfogramV3.InfogramParametersV3

findstart(Key<Frame>[]) - Static method in class hex.Infogram.InfogramUtils

fullName() - Method in class hex.Infogram.InfogramModel.InfogramParameters

G

generateCMIRelevance(String[], double[], double[], double[], double[], double[], boolean) - Static method in class hex.Infogram.InfogramUtils

generateModelDescription(String[], String[]) - Static method in class hex.Infogram.InfogramUtils

generateModelParams(InfogramModel.InfogramParameters, Properties, ArrayList<String>) - Static method in class hex.schemas.InfogramV3.InfogramParametersV3

getExtensionName() - Method in class hex.Infogram.InfogramExtension

getModelCategory() - Method in class hex.Infogram.InfogramModel.InfogramModelOutput

getName() - Method in class water.infogram.RegisterRestApi

H

haveMojo() - Method in class hex.Infogram.Infogram

haveMojo() - Method in class hex.Infogram.InfogramModel

havePojo() - Method in class hex.Infogram.Infogram

havePojo() - Method in class hex.Infogram.InfogramModel

hex.Infogram - package hex.Infogram

hex.schemas - package hex.schemas

I

Infogram - Class in hex.Infogram

Infogram(boolean) - Constructor for class hex.Infogram.Infogram

Infogram(InfogramModel.InfogramParameters) - Constructor for class hex.Infogram.Infogram

Infogram(InfogramModel.InfogramParameters, Key<InfogramModel>) - Constructor for class hex.Infogram.Infogram

InfogramAlrogithmProvider() - Constructor for class hex.schemas.InfogramV3.InfogramAlrogithmProvider

InfogramExtension - Class in hex.Infogram

InfogramExtension() - Constructor for class hex.Infogram.InfogramExtension

InfogramModel - Class in hex.Infogram

InfogramModel(Key<InfogramModel>, InfogramModel.InfogramParameters, InfogramModel.InfogramModelOutput) - Constructor for class hex.Infogram.InfogramModel

InfogramModel.InfogramModelOutput - Class in hex.Infogram

InfogramModel.InfogramParameters - Class in hex.Infogram

InfogramModel.InfogramParameters.Algorithm - Enum in hex.Infogram

InfogramModelOutput(Infogram) - Constructor for class hex.Infogram.InfogramModel.InfogramModelOutput

InfogramModelOutputV3() - Constructor for class hex.schemas.InfogramModelV3.InfogramModelOutputV3

InfogramModelV3 - Class in hex.schemas

InfogramModelV3() - Constructor for class hex.schemas.InfogramModelV3

InfogramModelV3.InfogramModelOutputV3 - Class in hex.schemas

InfogramParameters() - Constructor for class hex.Infogram.InfogramModel.InfogramParameters

InfogramParametersV3() - Constructor for class hex.schemas.InfogramV3.InfogramParametersV3

InfogramUtils - Class in hex.Infogram

InfogramUtils() - Constructor for class hex.Infogram.InfogramUtils

InfogramV3 - Class in hex.schemas

InfogramV3() - Constructor for class hex.schemas.InfogramV3

InfogramV3.InfogramAlrogithmProvider - Class in hex.schemas

InfogramV3.InfogramParametersV3 - Class in hex.schemas

init(boolean) - Method in class hex.Infogram.Infogram

isSupervised() - Method in class hex.Infogram.Infogram

J

javaName() - Method in class hex.Infogram.InfogramModel.InfogramParameters

L

logNativeLibInfo() - Method in class hex.Infogram.InfogramExtension

M

makeMetricBuilder(String[]) - Method in class hex.Infogram.InfogramModel

map(Chunk[]) - Method in class hex.Infogram.EstimateCMI

max_after_balance_size - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

When classes are balanced, limit the resulting dataset size to the specified multiple of the original dataset size.

max_iterations - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

N

NAME - Static variable in class hex.Infogram.InfogramExtension

net_information_threshold - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

nModelsInParallel(int) - Method in class hex.Infogram.Infogram

P

plug_values - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

postGlobal() - Method in class hex.Infogram.EstimateCMI

prior - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

progressUnits() - Method in class hex.Infogram.InfogramModel.InfogramParameters

protected_columns - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

R

readAll_impl(AutoBuffer, Futures) - Method in class hex.Infogram.InfogramModel

reduce(EstimateCMI) - Method in class hex.Infogram.EstimateCMI

registerEndPoints(RestApiContext) - Method in class water.infogram.RegisterRestApi

RegisterRestApi - Class in water.infogram

RegisterRestApi() - Constructor for class water.infogram.RegisterRestApi

relevance - Variable in class hex.schemas.InfogramModelV3.InfogramModelOutputV3

relevance_index_threshold - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

remove_impl(Futures, boolean) - Method in class hex.Infogram.InfogramModel

removeFromDKV(Key<Frame>[]) - Static method in class hex.Infogram.InfogramUtils

S

safety_index_threshold - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

score(Frame, String, Job, boolean, CFuncRef) - Method in class hex.Infogram.InfogramModel

score0(double[], double[]) - Method in class hex.Infogram.InfogramModel

seed - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

setDistribution(DistributionFamily) - Method in class hex.Infogram.InfogramModel.InfogramModelOutput

sortCMIRel(int[], double[], double[], double[], String[], double[], double[]) - Static method in class hex.Infogram.InfogramModel.InfogramModelOutput

This method will sort _relvance, _cmi_raw, _cmi_normalize, _all_predictor_names such that features that are closest to upper right corner of infogram comes first with the order specified in the index

standardize - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

subtractAdd2Frame(Frame, Frame, String[], String[]) - Static method in class hex.Infogram.InfogramUtils

T

top_n_features - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

total_information_threshold - Variable in class hex.schemas.InfogramV3.InfogramParametersV3

trainModelImpl() - Method in class hex.Infogram.Infogram

V

valueOf(String) - Static method in enum hex.Infogram.InfogramModel.InfogramParameters.Algorithm

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

values() - Static method in enum hex.Infogram.InfogramModel.InfogramParameters.Algorithm

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

W

water.infogram - package water.infogram

writeAll_impl(AutoBuffer) - Method in class hex.Infogram.InfogramModel

_

_accumulatedCMI - Variable in class hex.Infogram.EstimateCMI

_admissible - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_cmi - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_cmi_raw - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_features - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_features_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_features_xval - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_index - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_index_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_ADMISSIBLE_PREDICTOR_INDEX - Static variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_relevance - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_score_key - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_score_key_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_score_key_xval - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_admissible_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_algorithm - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_algorithm_params - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_all_predictor_names - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_all_predictor_names_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_cmi - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_CMI_INDEX - Static variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_cmi_raw - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_CMI_RAW_INDEX - Static variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_cmi_raw_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_cmi_threshold - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_cmi_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_COLUMN_INDEX - Static variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_compute_p_values - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_data_fraction - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_distribution - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_infogram_algorithm_parameters - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_meanCMI - Variable in class hex.Infogram.EstimateCMI

_nclass - Variable in class hex.Infogram.EstimateCMI

_net_information_threshold - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_nonZeroRows - Variable in class hex.Infogram.EstimateCMI

_nparallelism - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_protected_columns - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_relevance - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_RELEVANCE_INDEX - Static variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_relevance_index_threshold - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_relevance_threshold - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_relevance_valid - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_responseColumn - Variable in class hex.Infogram.EstimateCMI

_safety_index_threshold - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_scale - Static variable in class hex.Infogram.EstimateCMI

_top_n_features - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_topKFeatures - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

_total_information_threshold - Variable in class hex.Infogram.InfogramModel.InfogramParameters

_validNonZeroNumRows - Variable in class hex.Infogram.InfogramModel.InfogramModelOutput

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