Imputation
Also written: SimpleImputer, fill missing
Filling in missing values before modeling, for example with the column's median for numbers or "unknown" for categories. The same filling must happen in training and serving.
Also written: SimpleImputer, fill missing
Filling in missing values before modeling, for example with the column's median for numbers or "unknown" for categories. The same filling must happen in training and serving.