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A Data Scientist is using a feature store. In one of the feature tables she wants to replace missing values with each respective feature variable's median value. A colleague suggests that the data scientist is throwing away valuable information by doing this. Which of the following approaches can they take to include as much information as possible in the feature set? Choose only ONE best answer.