ModelingConfig#
- class datarobotx.ModelingConfig(Mode=None, AutoML=None, AutoTS=None, BiasFairness=None)[source]#
Modeling configuration
Parameters that default to ‘None’ (or are omitted by the user) are overridden to server-side defaults at runtime. Consult the DataRobot REST API and GUI documentation for additional information on each parameter.
- Parameters:
Mode (dict or ModelingModeConfig) – Autopilot modes and metric(s)
AutoML (dict or ModelingAutoMLConfig) – AutoML additional modeling options
AutoTS (dict or ModelingAutoTSConfig) – Time series modeling options
BiasFairness (dict or ModelingBiasFairnessConfig) – Bias and Fairness modeling options
See also
DRConfigConfiguration object for DataRobot project and autopilot settings, also includes detailed examples of usage
Attributes:
AutoML additional modeling options
Time series modeling options
Bias and Fairness modeling options
Autopilot modes and metric(s)
Inherited methods:
keys()to_dict()Return configuration as a dict
- property AutoML: ModelingAutoMLConfig#
AutoML additional modeling options
Notes
AutoML : dict or ModelingAutoMLConfig
- Return type:
- property AutoTS: ModelingAutoTSConfig#
Time series modeling options
Notes
AutoTS : dict or ModelingAutoTSConfig
- Return type:
- property BiasFairness: ModelingBiasFairnessConfig#
Bias and Fairness modeling options
Notes
BiasFairness : dict or ModelingBiasFairnessConfig
- Return type:
- property Mode: ModelingModeConfig#
Autopilot modes and metric(s)
Notes
Mode : dict or ModelingModeConfig
- Return type: