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bloated model serialization

Open hacktuarial opened this issue 5 years ago • 0 comments

The model object includes lots of bloat, e.g the full training data. It would be nice to serialize a minimal version containing only that which is necessary to make predictions.

Here's a tentative list of attributes needed:

  • num_main
  • effects
  • groupings
  • results_dict (nice to have)
  • main_map
  • main_effects
  • inter_maps
  • level_maps

hacktuarial avatar Dec 04 '18 23:12 hacktuarial