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LightGBMSerializationConstants Class

  • Reference

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']