External Baseline Validation
- class datarobot.models.external_baseline_validation.ExternalBaselineValidationInfo(baseline_validation_job_id, project_id, catalog_version_id, target, datetime_partition_column, is_external_baseline_dataset_valid, multiseries_id_columns=None, holdout_start_date=None, holdout_end_date=None, backtests=None, forecast_window_start=None, forecast_window_end=None, message=None)
An object containing information about external time series baseline predictions validation results.
- Attributes:
- baseline_validation_job_idstr
the identifier of the baseline validation job
- project_idstr
the identifier of the project
- catalog_version_idstr
the identifier of the catalog version used in the validation job
- targetstr
the name of the target feature
- datetime_partition_columnstr
the name of the column whose values as dates are used to assign a row to a particular partition
- is_external_baseline_dataset_validbool
whether the external baseline dataset passes the validation check
- multiseries_id_columnslist of str or null
a list of the names of multiseries id columns to define series within the training data. Currently only one multiseries id column is supported.
- holdout_start_datestr or None
the start date of holdout scoring data
- holdout_end_datestr or None
the end date of holdout scoring data
- backtestslist of dicts containing validation_start_date and validation_end_date or None
the configured backtests of the time series project
- forecast_window_startint
offset into the future to define how far forward relative to the forecast point the forecast window should start.
- forecast_window_endint
offset into the future to define how far forward relative to the forecast point the forecast window should end.
- messagestr or None
the description of the issue with external baseline validation job
- classmethod get(project_id, validation_job_id)
Get information about external baseline validation job
- Parameters:
- project_idstring
the identifier of the project
- validation_job_idstring
the identifier of the external baseline validation job
- Returns:
- info: ExternalBaselineValidationInfo
information about external baseline validation job
- Return type: