uclamii / model_tuner

A library to tune the hyperparameters of common ML models. Supports calibration and custom pipelines.
Apache License 2.0
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Rename xgboost_early Parameter for CatBoost Early Stopping #39

Closed lshpaner closed 1 month ago

lshpaner commented 2 months ago

Description:
The xgb_early parameter is currently specific to XGBoost but should be renamed to better reflect its use with CatBoost’s early stopping functionality. I suggest renaming it to a more general name like early_stopping or catboost_early. This change would prevent confusion and enhance the clarity of its purpose when working with different models.

Proposed Change:

Impact:
This will ensure clarity and proper usage for users implementing early stopping with CatBoost.