bigframes.ml.ensemble.RandomForestRegressor.register

RandomForestRegressor.register(vertex_ai_model_id: str | None = None) → _T

Register the model to Vertex AI.

After register, go to the Google Cloud console (https://console.cloud.google.com/vertex-ai/models) to manage the model registries. Refer to https://cloud.google.com/vertex-ai/docs/model-registry/introduction for more options.

Parameters:

vertex_ai_model_id (Optional[str], default None) – Optional string id as model id in Vertex. If not set, will default to ‘bigframes_{bq_model_id}’. Vertex Ai model id will be truncated to 63 characters due to its limitation.

Returns:

BigQuery DataFrames Model after register.