How does Scikit-Learn handle missing values?

Scikit-Learn handles missing values using imputers like SimpleImputer and IterativeImputer.

Missing values are not directly supported in most estimators. Imputation strategies include mean, median, most frequent, or model-based iterative estimation. Proper imputation must be done inside pipelines to avoid leakage.