Unsupervised Models

Unsupervised models schemas

Here are gathers every schema pair of representation and observation for unsupervised models.

Every unsupervised models MUST share at least following keys :

• dataSpecification: representation sub keys are specific to each representation for at least valueType and keyword
  • keyword: Unique and meaningful keyword which identify this representation.
  • valueType: Type description of observation key named value.
    • dataType: Observation value key data type.
    • structureType: Structure description of value key data type.
  • dataLocationId: MongoId of relative DataLocation.
  • hyperParameters: Dictionary describing hyperparameters used to generate this model.