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RemixAutoML (version 0.4.8)

CatBoostFinalParams: CatBoostFinalParams

Description

Convert data to catboost format

Usage

CatBoostFinalParams(
  ModelType = "classification",
  UseBestModel. = UseBestModel,
  ClassWeights. = ClassWeights,
  PassInGrid. = PassInGrid,
  ExperimentalGrid. = ExperimentalGrid,
  BestGrid. = BestGrid,
  GridTune. = GridTune,
  TrainOnFull. = TrainOnFull,
  MetricPeriods. = MetricPeriods,
  LossFunction. = LossFunction,
  EvalMetric. = EvalMetric,
  score_function. = score_function,
  HasTime. = HasTime,
  task_type. = task_type,
  NumGPUs. = NumGPUs,
  NTrees. = Trees,
  Depth. = Depth,
  LearningRate. = LearningRate,
  L2_Leaf_Reg. = L2_Leaf_Reg,
  langevin. = langevin,
  diffusion_temperature. = diffusion_temperature,
  sampling_unit. = sampling_unit,
  RandomStrength. = RandomStrength,
  BorderCount. = BorderCount,
  RSM. = RSM,
  GrowPolicy. = GrowPolicy,
  BootStrapType. = BootStrapType,
  model_size_reg. = model_size_reg,
  feature_border_type. = feature_border_type,
  subsample. = subsample,
  min_data_in_leaf. = min_data_in_leaf
)

Arguments

ModelType

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

UseBestModel.

Passthrough

ClassWeights.

Passthrough

PassInGrid.

Passthrough

ExperimentalGrid.

Passthrough

BestGrid.

Passthrough

GridTune.

Passthrough

TrainOnFull.

Passthrough

MetricPeriods.

Passthrough

LossFunction.

Passthrough

EvalMetric.

Passthrough

score_function.

Passthrough

HasTime.

Passthrough

task_type.

Passthrough

NumGPUs.

Passthrough

NTrees.

Passthrough

Depth.

Passthrough

LearningRate.

Passthrough

L2_Leaf_Reg.

Passthrough

langevin.

Passthrough

diffusion_temperature.

Passthrough

sampling_unit.

Passthrough

RandomStrength.

Passthrough

BorderCount.

Passthrough

RSM.

Passthrough

GrowPolicy.

Passthrough

BootStrapType.

Passthrough

model_size_reg.

Passthrough

feature_border_type.

Passthrough

subsample.

Passthrough

min_data_in_leaf.

Passthrough

TargetColumnName.

Passthrough

See Also

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