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vanderschaarlab / autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
https://www.autoprognosis.vanderschaar-lab.com/
Apache License 2.0
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Which diff between Study.fit() and Study.run() ？ #83

Closed zhaoxiongjun closed 1 year ago

zhaoxiongjun commented 1 year ago

Question

Which diff between Study.fit() and Study.run() ？

hamed8888 commented 1 year ago

run() tries to find the best configuration for the model, ie the best combination of hyperparameters and classifiers,but it does not applies the found configuration to the model, ie dont train the model with that configuration. If you need to train the model in addition to finding the best model, maybe to use in your production environment, you need to do it using fit()

DrShushen commented 1 year ago

Thanks @hamed8888 for providing the answer!