DriftCheckBaselines: DriftCheckBaselines class

In DyfanJones/sagemaker-r-common: R6sagemaker lower level api calls

DriftCheckBaselines class

Description

Accepts drift check baselines parameters for conversion to request dict.

Methods

Public methods

• DriftCheckBaselines$new()

• DriftCheckBaselines$to_request_list()

• DriftCheckBaselines$clone()

---

Method new()

Initialize a “DriftCheckBaselines“ instance and turn parameters into dict.

Usage

DriftCheckBaselines$new(
  model_statistics = NULL,
  model_constraints = NULL,
  model_data_statistics = NULL,
  model_data_constraints = NULL,
  bias_config_file = NULL,
  bias_pre_training_constraints = NULL,
  bias_post_training_constraints = NULL,
  explainability_constraints = NULL,
  explainability_config_file = NULL
)

Arguments

model_statistics

(MetricsSource): A metric source object that represents

model_constraints

(MetricsSource): A metric source object that represents

model_data_statistics

(MetricsSource): A metric source object that represents

model_data_constraints

(MetricsSource): A metric source object that represents

bias_config_file

(FileSource): A file source object that represents bias config

bias_pre_training_constraints

(MetricsSource):

bias_post_training_constraints

(MetricsSource):

explainability_constraints

(MetricsSource):

explainability_config_file

(FileSource): A file source object that represents

---

Method to_request_list()

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

Usage

DriftCheckBaselines$to_request_list()

---

Method clone()

The objects of this class are cloneable with this method.

Usage

DriftCheckBaselines$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

DyfanJones/sagemaker-r-common documentation built on June 14, 2022, 10:31 p.m.