LightGBMSerializationConstants Class

Provide internal class that defines fields used for MimicExplainer serialization.

Inheritance

builtins.object

LightGBMSerializationConstants

Constructor

LightGBMSerializationConstants()

Attributes

IDENTITY

IDENTITY = '_identity'

LOGGER

LOGGER = '_logger'

MODEL_STR

MODEL_STR = 'model_str'

MULTICLASS

MULTICLASS = 'multiclass'

OBJECTIVE

OBJECTIVE = 'objective'

REGRESSION

REGRESSION = 'regression'

TREE_EXPLAINER

TREE_EXPLAINER = '_tree_explainer'

enum_properties

enum_properties = ['_shap_values_output']

nonify_properties

nonify_properties = ['_logger', '_tree_explainer']

save_properties

save_properties = ['_lgbm']