Enum: InterpretabilityLevelEnum

URI: [namo:InterpretabilityLevelEnum](https://w3id.org/monarch-initiative/namo/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](model_interpretability.md) | 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