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microsoft / FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
https://microsoft.github.io/FLAML/
MIT License
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Parameter tuning in final_estimator with automl ensemble #1270

Open Arsa-Nik opened 5 months ago

Arsa-Nik commented 5 months ago

Hello, When using CatBoostClassifier as the final estimator in FLAML's automl ensemble configuration, are the parameters of final_estimator - CatBoostClassifier() - automatically tuned, or do they default?


"ensemble": {'final_estimator': CatBoostClassifier(), 'passthrough': True}
Programmer-RD-AI commented 1 month ago

The parameters of the CatBoostClassifier are not automatically tuned. Set passthrough to False to automatically tune the parameters. Thank you