Web Reference: Clone does a deep copy of the model in an estimator without actually copying attached data. It returns a new estimator with the same parameters that has not been fitted on any data. I am attempting to perform a partial fit of on an naive-bayes estimator but also retain a copy of the estimator prior to the partial fit. sklearn.base.clone only clones an estimators parameters, not it's data, so is not useful in this case. Feb 25, 2026 · Scikit-learn (sklearn) is a widely used open-source Python library for machine learning. Built on top of NumPy, SciPy and Matplotlib, it provides efficient and easy-to-use tools for predictive modeling and data analysis.
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