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Introduced on day 9

Missing indicator

A binary feature that records whether a value was missing before imputation, so a model can use informative missingness.

In detail

Useful when missingness is related to the outcome (for example lead time missing mainly for agency bookings). In scikit-learn, SimpleImputer(add_indicator=True) adds it.