components microsoft_azureml_rai_tabular_counterfactual

Add Counterfactuals to RAI Insights Dashboard

microsoft_azureml_rai_tabular_counterfactual

Overview

Add Counterfactuals to RAI Insights Dashboard Learn More

Version: 0.17.0

View in Studio: https://ml.azure.com/registries/azureml/components/microsoft_azureml_rai_tabular_counterfactual/version/0.17.0

Inputs

Name	Description	Type	Default	Optional	Enum
rai_insights_dashboard		path
total_CFs		integer	10
method		string	random		['random', 'genetic', 'kdtree']
desired_class		string		True
desired_range		string		True
permitted_range		string		True
features_to_vary		string	all
feature_importance		boolean	True

Outputs

Name	Description	Type
counterfactual		path

Environment

azureml://registries/azureml/environments/responsibleai-tabular/versions/6