Microsoft.ML.Trainers.LightGbm Namespace
Important
Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.
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
Remarks
Included in the Microsoft.ML.LightGbm nuget package.
Feedback
Coming soon: Throughout 2024 we will be phasing out GitHub Issues as the feedback mechanism for content and replacing it with a new feedback system. For more information see: https://aka.ms/ContentUserFeedback.
Submit and view feedback for