FeaturesTSFeatureSettingConfig

class datarobotx.FeaturesTSFeatureSettingConfig(feature_name=None, a_priori=None, known_in_advance=None, do_not_derive=None)

Time series feature settings.

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:

• feature_name (str) – The name of the feature being specified.

• a_priori (bool) – Renamed to knownInAdvance.

• known_in_advance (bool) – For time series projects only. Sets whether the feature is known in advance, i.e., values for future dates are known at prediction time. If not specified, the feature uses the value from the defaultToKnownInAdvance flag.

• do_not_derive (bool) – For time series projects only. Sets whether the feature is do-not-derive, i.e., is excluded from feature derivation. If not specified, the feature uses the value from the defaultToDoNotDerive flag.

See also

DRConfig

Configuration object for DataRobot project and autopilot settings, also includes detailed examples of usage

Attributes:

a_priori	Renamed to knownInAdvance.
do_not_derive	For time series projects only.
feature_name	The name of the feature being specified.
known_in_advance	For time series projects only.

Inherited methods:

keys()	rtype: Collection[str]
to_dict()	Return configuration as a dict.

property a_priori: bool

Renamed to knownInAdvance.

Notes

a_priori : bool

property do_not_derive: bool

For time series projects only. Sets whether the feature is do-not- derive, i.e., is excluded from feature derivation. If not specified, the feature uses the value from the defaultToDoNotDerive flag.

Notes

do_not_derive : bool

property feature_name: str

The name of the feature being specified.

Notes

feature_name : str

property known_in_advance: bool

For time series projects only. Sets whether the feature is known in advance, i.e., values for future dates are known at prediction time. If not specified, the feature uses the value from the defaultToKnownInAdvance flag.

Notes

known_in_advance : bool

to_dict()

Return configuration as a dict.

Return type:

Dict[str, Any]