citrine.informatics.feature_effects module
- class citrine.informatics.feature_effects.FeatureEffects
Bases:
ResourceCaptures information about the feature effects associated with a predictor.
- access_control_dict() dict
Return an access control entity representation of this resource. Internal use only.
- classmethod build(data: dict) Self
Build an instance of this object from given data.
- dump() dict
Dump this instance.
- property as_dict: Dict[str, Dict[str, Dict[UUID, float]]]
Presents the feature effects as a dictionary by output.
- failure_reason = None
- outputs = None
- predictor_id = None
- predictor_version = None
- status = None
- class citrine.informatics.feature_effects.ShapleyFeature
Bases:
ResourceAll feature effects for this feature by material.
- access_control_dict() dict
Return an access control entity representation of this resource. Internal use only.
- classmethod build(data: dict) Self
Build an instance of this object from given data.
- dump() dict
Dump this instance.
- feature = None
- property material_dict: Dict[UUID, float]
Presents the feature’s effects as a dictionary by material.
- materials = None
- class citrine.informatics.feature_effects.ShapleyMaterial
Bases:
ResourceThe feature effect of a material.
- access_control_dict() dict
Return an access control entity representation of this resource. Internal use only.
- classmethod build(data: dict) Self
Build an instance of this object from given data.
- dump() dict
Dump this instance.
- material_id = None
- value = None
- class citrine.informatics.feature_effects.ShapleyOutput
Bases:
ResourceAll feature effects for this output by feature.
- access_control_dict() dict
Return an access control entity representation of this resource. Internal use only.
- classmethod build(data: dict) Self
Build an instance of this object from given data.
- dump() dict
Dump this instance.
- property feature_dict: Dict[str, Dict[UUID, float]]
Presents the output’s feature effects as a dictionary by feature.
- features = None
- output = None