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Save (more) persistent LightGBM trained classifiers for sleep staging #189

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raphaelvallat opened this issue Dec 22, 2024 · 0 comments

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raphaelvallat commented Dec 22, 2024 •

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Related to #157

To avoid issues with model persistence in joblib/pickle, we could export the LightGBM Booster as .txt file with:

clf.save_model('lgbm_model.clf')
clf = lgb.Booster(model_file='lgbm_model.clf')

See also: https://muttoni.github.io/blog/machine-learning/2021/01/22/Fixing-Inconsistent-LightGBM-Predictions-In-Production.html#exporting-using-lightgbms-save_model

raphaelvallat self-assigned this

raphaelvallat changed the title ~~Save persistent LightGBM model~~ Save (more) persistent LightGBM trained classifiers for sleep staging

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