bigframes.ml.linear_model.LinearRegression.global_explain#
- LinearRegression.global_explain() DataFrame[source]#
Provide explanations for an entire linear regression model.
Note
Output matches that of the BigQuery ML.GLOBAL_EXPLAIN function. See: https://cloud.google.com/bigquery/docs/reference/standard-sql/bigqueryml-syntax-global-explain
- Returns:
Dataframes containing feature importance values and corresponding attributions, designed to provide a global explanation of feature influence.
- Return type: