ExplainabilityAnalysisConfig: ExplainabilityAnalysisConfig class

In DyfanJones/sagemaker-r-mlcore: sagemaker machine learning core classes and methods

ExplainabilityAnalysisConfig class

Description

Analysis configuration for ModelExplainabilityMonitor.

Public fields

analysis_config

Analysis config dictionary

Methods

Public methods

• ExplainabilityAnalysisConfig$new()

• ExplainabilityAnalysisConfig$to_list()

• ExplainabilityAnalysisConfig$format()

• ExplainabilityAnalysisConfig$clone()

---

Method new()

Creates an analysis config dictionary.

Usage

ExplainabilityAnalysisConfig$new(
  explainability_config,
  model_config,
  headers = NULL
)

Arguments

explainability_config

(sagemaker.clarify.ExplainabilityConfig): Config object related to explainability configurations.

model_config

(sagemaker.clarify.ModelConfig): Config object related to bias configurations.

headers

(list[str]): A list of feature names (without label) of model/endpint input.

---

Method to_list()

Generates a request dictionary using the parameters provided to the class.

Usage

ExplainabilityAnalysisConfig$to_list()

---

Method format()

format class

Usage

ExplainabilityAnalysisConfig$format()

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Method clone()

The objects of this class are cloneable with this method.

Usage

ExplainabilityAnalysisConfig$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

DyfanJones/sagemaker-r-mlcore documentation built on May 3, 2022, 10:08 a.m.