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Microsoft.ML.Trainers.LightGbm Namespace

Namespace containing trainers, model parameters, and utilities for LightGBM algorithms.

Classes

BoosterParameterBase
BoosterParameterBase.OptionsBase
DartBooster

DART booster (Dropouts meet Multiple Additive Regression Trees)

DartBooster.Options

The options for DartBooster, used for setting Microsoft.ML.Trainers.LightGbm.Booster.

GossBooster

Gradient-based One-Side Sampling booster.

GossBooster.Options

The options for GossBooster, used for setting Microsoft.ML.Trainers.LightGbm.Booster.

GradientBooster

Gradient boosting decision tree.

GradientBooster.Options

The options for GradientBooster, used for setting Microsoft.ML.Trainers.LightGbm.Booster.

LightGbmBinaryModelParameters

Model parameters for LightGbmBinaryTrainer.

LightGbmBinaryTrainer

The IEstimator<TTransformer> for training a boosted decision tree binary classification model using LightGBM.

LightGbmBinaryTrainer.Options
LightGbmMulticlassTrainer

The IEstimator<TTransformer> for training a boosted decision tree multi-class classification model using LightGBM.

LightGbmMulticlassTrainer.Options

Options for the LightGbmMulticlassTrainer as used in LightGbm(Options).

LightGbmRankingModelParameters

Model parameters for LightGbmRankingTrainer.

LightGbmRankingTrainer

The IEstimator<TTransformer> for training a boosted decision tree ranking model using LightGBM.

LightGbmRankingTrainer.Options

Options for the LightGbmRankingTrainer as used in LightGbm(Options).

LightGbmRegressionModelParameters

Model parameters for LightGbmRegressionTrainer.

LightGbmRegressionTrainer

The IEstimator<TTransformer> for training a boosted decision tree regression model using LightGBM.

LightGbmRegressionTrainer.Options

Options for the LightGbmRegressionTrainer as used in LightGbm(Options).

LightGbmTrainerBase<TOptions,TOutput,TTransformer,TModel>.OptionsBase
LightGbmTrainerBase<TOptions,TOutput,TTransformer,TModel>

Base class for all training with LightGBM.

Enums

LightGbmBinaryTrainer.Options.EvaluateMetricType
LightGbmMulticlassTrainer.Options.EvaluateMetricType
LightGbmRankingTrainer.Options.EvaluateMetricType
LightGbmRegressionTrainer.Options.EvaluateMetricType

Remarks

Included in the Microsoft.ML.LightGbm nuget package.