Overview Use Cases Connectors Authentication Getting Started with the Python SDK API Reference ai_agents ai_chat algorithm annotations application_connectors batch_prediction code_completion custom_loss_function custom_metric database_connectors dataset deployment deployment_conversations docstore document_retrievers documentation eda createEda deleteEda deleteEdaVersion describeEda describeEdaVersion getCollinearityForFeature getEdaCollinearity getEdaDataConsistency getEdaForecastingAnalysis getFeatureAssociation listEda listEdaVersions renameEda rerunEda external_app feature_drift feature_group feature_group_row_process feature_group_template file_connectors graph_dashboard holdout_analysis llm_apps model model_monitoring module natural_language_explanation organization pipelines predict prediction_operator project python_function refresh secrets streaming streaming_connectors upload webhooks API Classes API Inputs Documentation Chat Bot API Search Video Tutorials ChatLLM

Method

getCollinearityForFeature GET

Copy GET

Gets the Collinearity for the given feature from the Exploratory Data Analysis.

Arguments:

REQUIRED	KEY	TYPE	DESCRIPTION
Yes	edaVersion	str	Unique string identifier associated with the EDA instance.
No	featureName	str	Name of the feature for which correlation is shown.

Note: The arguments for the API methods follow camelCase but for Python SDK underscore_case is followed.

Response:

KEY

TYPE

DESCRIPTION

success

Boolean

true if the call succeeded, false if there was an error

result

EdaFeatureCollinearity

KEY	TYPE	Description
selectedFeature	str	Selected feature to show the collinearity
sortedColumnNames	list	Name of all the features in the data sorted in descending order of collinearity value
featureCollinearity	dict	A dict describing the collinearity between a given feature and all the features in the data

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