RemixAutoML (version 0.4.8)

CatBoostDataPrep: CatBoostDataPrep

Description

Prepare data for loading into catboost format

Usage

CatBoostDataPrep(
  ModelType = "regression",
  data. = data,
  ValidationData. = ValidationData,
  TestData. = TestData,
  TargetColumnName. = TargetColumnName,
  FeatureColNames. = FeatureColNames,
  PrimaryDateColumn. = PrimaryDateColumn,
  IDcols. = IDcols,
  TransformNumericColumns. = TransformNumericColumns,
  Methods. = Methods,
  ModelID. = ModelID,
  model_path. = model_path,
  DummifyCols. = DummifyCols,
  LossFunction. = LossFunction,
  EvalMetric. = EvalMetric,
  TrainOnFull. = TrainOnFull,
  SaveModelObjects. = SaveModelObjects
)

Arguments

ModelType

'regression', 'vector', 'classification', or 'multiclass'

data.

Passthrough

ValidationData.

Passthrough

TestData.

Passthrough

TargetColumnName.

Passthrough

FeatureColNames.

Passthrough

PrimaryDateColumn.

Passthrough

IDcols.

Passthrough

TransformNumericColumns.

Passthrough regression

Methods.

Passthrough regression

ModelID.

Passthrough regression

model_path.

Passthrough regression

DummifyCols.

Passthrough regression

LossFunction.

Passthrough regression

EvalMetric.

Passthrough regression

TrainOnFull.

Passthrough

SaveModelObjects.

Passthrough

See Also

Other CatBoost Helpers: CatBoostArgsCheck(), CatBoostClassifierParams(), CatBoostDataConversion(), CatBoostEvalPlots(), CatBoostFinalParams(), CatBoostImportances(), CatBoostMultiClassParams(), CatBoostPDF(), CatBoostParameterGrids(), CatBoostRegressionParams(), CatBoostRemoveFiles(), CatBoostValidationData()