components microsoft_azureml_rai_tabular_causal

Add Causal to RAI Insights Dashboard

microsoft_azureml_rai_tabular_causal

Overview

Description: Add Causal to RAI Insights Dashboard Learn More

Version: 0.7.0

View in Studio: https://ml.azure.com/registries/azureml/components/microsoft_azureml_rai_tabular_causal/version/0.7.0

Inputs

Name	Description	Type	Default	Optional	Enum
rai_insights_dashboard		path
treatment_features		string

JSON encoded list

Name	Description	Type	Default	Optional	Enum
heterogeneity_features		string	null
nuisance_model		string	linear		['linear', 'automl']
heterogeneity_model		string	linear		['linear', 'forest']
alpha		number	0.05
upper_bound_on_cat_expansion		integer	50
treatment_cost		string	0

Float or JSON encoded list of floats

Name	Description	Type	Default	Optional	Enum
min_tree_leaf_samples		integer	2
max_tree_depth		integer	2
skip_cat_limit_checks		boolean	False
categories		string	auto
n_jobs		integer	1
verbose		integer	1
random_state		string	None

Outputs

Name	Description	Type
causal		path

Environment

azureml://registries/azureml/environments/responsibleai-ubuntu20.04-py38-cpu/versions/16