Package com.feedzai.openml.provider.lightgbm

OpenML LightGBM provider.

See: Description

Class Summary

Class	Description
AlgoDescriptorUtil
FairGBMDescriptorUtil	Utility to organize all the necessary Machine Learning Hyper-Parameters for configuring the training of LightGBM.
FairGBMMLProvider	This class implements Feedzai's OpenML MachineLearningProvider interface for FairGBM (constrained LightGBM).
FairGBMParamParserUtil	Utility to parse parameters specific to the FairGBM model.
LightGBMBinaryClassificationModel	This class is responsible for loading a saved LightGBM model binary and scoring instances.
LightGBMDescriptorUtil	Utility to organize all the necessary Machine Learning Hyper-Parameters for configuring the training of LightGBM.
LightGBMMLProvider	This class implements Feedzai's OpenML MachineLearningProvider interface for LightGBM.
LightGBMModelCreator	Loads and/or fits LightGBM models.
LightGBMTreeSHAPFeatureContributionExplainer	A TreeSHAP feature contribution provider for the predictions of the LightGBMBinaryClassificationModel.
LightGBMUtils	Collection of util methods specific to the LightGBM OpenML Provider.
SWIGTrainData	Handles train data resources and provides basic operations to manipulate train data.

Enum Summary

Enum	Description
LightGBMAlgorithms	Specifies the LightGBM algorithms that can be imported.

Exception Summary

Exception	Description
LightGBMException	Many calls to the SWIG LightGBM interface can error out.

Package com.feedzai.openml.provider.lightgbm Description

OpenML LightGBM provider.