ExplainType 类

为模型和解释器类型信息提供常量，用于可视化效果。

继承

builtins.object

ExplainType

构造函数

ExplainType()

属性

CLASSIFICATION

CLASSIFICATION = 'classification'

DATA

DATA = 'data_type'

EXPLAIN

EXPLAIN = 'explain_type'

EXPLAINER

EXPLAINER = 'explainer'

FUNCTION

FUNCTION = 'function'

GLOBAL

GLOBAL = 'global'

HAN

HAN = 'han'

IS_ENG

IS_ENG = 'is_engineered'

IS_RAW

IS_RAW = 'is_raw'

LIME

LIME = 'lime'

LOCAL

LOCAL = 'local'

METHOD

METHOD = 'method'

MIMIC

MIMIC = 'mimic'

MODEL

MODEL = 'model_type'

MODEL_CLASS

MODEL_CLASS = 'model_class'

MODEL_TASK

MODEL_TASK = 'model_task'

PFI

PFI = 'pfi'

REGRESSION

REGRESSION = 'regression'

SHAP

SHAP = 'shap'

SHAP_DEEP

SHAP_DEEP = 'shap_deep'

SHAP_KERNEL

SHAP_KERNEL = 'shap_kernel'

SHAP_LINEAR

SHAP_LINEAR = 'shap_linear'

SHAP_TREE

SHAP_TREE = 'shap_tree'

TABULAR

TABULAR = 'tabular'