Cannot load saved models

[zoejyl]

I'm sorry if this question is trivial. I tried to load one of the saved models (e.g. learner_fold_0.catboost ) in order to get some insights into the model. I tried to import as json but it didn't work. I'm wondering which encoding the models used.

[pplonski]

Hi, Please try to load this model with the catboost package. The code used in AutoML: https://github.com/mljar/mljar-supervised/blob/7bd8324e904a3dfa5d60bbebfbb1460d2672102c/supervised/algorithms/catboost.py#L301-L312

[pplonski]

I think it will be nice to add it to docs.

[dvirginz]

I agree. There is no documentation on saving and loading the models. As it is an AutoML framework, I suggest a generic "one-solution fit all models" schema. I.e., loading models shouldn't be done manually; instead, calling the load model on the folder of the training should load the best model for serving.

Thank you!

[williamty]

As it is an AutoML framework, loading models shouldn't be done manually.