SSOT README

Improving remarks

This section contains suggestion which may be or not by apply LATER.

Future Hyperparameters handling

Hyperparameters dictionary will be replaced by MongoId of dedicated.

Unsupervised models possible improvements

The modelGlobals sub key representation of can be added if needed :

• modelGlobals: Information acquired during learning step which gathers model parameters and summary of learning values.
  • parameters: ONLY model which describe model parts directly used for applying the given model.
    • param1: …
    • param2: …
  • trainingSummary: Various additional values NOT used in prediction.
    • stats1: …
    • stats2: …