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RemixAutoML (version 0.5.0)

CatBoostArgsCheck: CatBoostArgsCheck

Description

Ensure arguments are defined correctly

Usage

CatBoostArgsCheck(
  ModelType = "regression",
  DummifyCols. = DummifyCols,
  data. = data,
  FeatureColNames. = FeatureColNames,
  PrimaryDateColumn. = PrimaryDateColumn,
  GridTune. = GridTune,
  model_path. = model_path,
  metadata_path. = metadata_path,
  ClassWeights. = ClassWeights,
  LossFunction. = LossFunction,
  loss_function. = loss_function,
  loss_function_value. = loss_function_value,
  eval_metric. = eval_metric,
  eval_metric_value. = eval_metric_value,
  task_type. = task_type,
  NumGPUs. = NumGPUs,
  MaxModelsInGrid. = MaxModelsInGrid,
  NumOfParDepPlots. = NumOfParDepPlots,
  ReturnModelObjects. = ReturnModelObjects,
  SaveModelObjects. = SaveModelObjects,
  PassInGrid. = PassInGrid,
  MetricPeriods. = MetricPeriods,
  langevin. = langevin,
  diffusion_temperature. = diffusion_temperature,
  Trees. = Trees,
  Depth. = Depth,
  LearningRate. = LearningRate,
  L2_Leaf_Reg. = L2_Leaf_Reg,
  RandomStrength. = RandomStrength,
  BorderCount. = BorderCount,
  RSM. = RSM,
  BootStrapType. = BootStrapType,
  GrowPolicy. = GrowPolicy,
  model_size_reg. = model_size_reg,
  feature_border_type. = feature_border_type,
  sampling_unit. = sampling_unit,
  subsample. = subsample,
  score_function. = score_function,
  min_data_in_leaf. = min_data_in_leaf
)

Arguments

ModelType

Passthrough

DummifyCols.

Passthrough

data.

Passthrough

FeatureColNames.

Passthrough

PrimaryDateColumn.

Passthrough

GridTune.

Passthrough

model_path.

Passthrough

metadata_path.

Passthrough

ClassWeights.

Passthrough

LossFunction.

Passthrough

loss_function.

Passthrough regression

loss_function_value.

Passthrough regression

eval_metric.

Passthrough regression

eval_metric_value.

Passthrough regression

task_type.

Passthrough

NumGPUs.

Passthrough

MaxModelsInGrid.

Passthrough

NumOfParDepPlots.

Passthrough

SaveModelObjects.

Passthrough

PassInGrid.

Passthrough

MetricPeriods.

Passthrough

langevin.

Passthrough

diffusion_temperature.

Passthrough

Trees.

Passthrough

Depth.

Passthrough

LearningRate.

Passthrough

L2_Leaf_Reg.

Passthrough

RandomStrength.

Passthrough

BorderCount.

Passthrough

RSM.

Passthrough

BootStrapType.

Passthrough

GrowPolicy.

Passthrough

model_size_reg.

Passthrough

feature_border_type.

Passthrough

sampling_unit.

Passthrough

subsample.

Passthrough

score_function.

Passthrough

min_data_in_leaf.

Passthrough

ReturnModelObject.

Passthrough

See Also

Other CatBoost Helpers: CatBoostDataConversion(), CatBoostDataPrep(), CatBoostFinalParams(), CatBoostGridParams(), CatBoostImportances(), CatBoostPDF(), CatBoostParameterGrids(), CatBoostRemoveFiles(), CatBoostValidationData()