Enum: InterpretabilityLevelEnum

Permissible Values

Value	Meaning	Description
BLACK_BOX	None	No interpretability - predictions only
INTERPRETABLE	None	Some level of feature importance available
EXPLAINABLE	None	Full mechanistic interpretation possible
CAUSAL	None	Causal relationships can be inferred

Slots

Name	Description
model_interpretability	Level of model interpretability (black box, interpretable, explainable)

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/monarch-initiative/namo

LinkML Source

name: InterpretabilityLevelEnum
from_schema: https://w3id.org/monarch-initiative/namo
rank: 1000
permissible_values:
  BLACK_BOX:
    text: BLACK_BOX
    description: No interpretability - predictions only
  INTERPRETABLE:
    text: INTERPRETABLE
    description: Some level of feature importance available
  EXPLAINABLE:
    text: EXPLAINABLE
    description: Full mechanistic interpretation possible
  CAUSAL:
    text: CAUSAL
    description: Causal relationships can be inferred