Select correlated feature to remove

sqft_living and sqft_above are highly correlated. That means that they contain mutual information. However, some of this mutual information is contained in other features as well, like sqft_basement, bedrooms, and bathrooms. Which of the following options would remove the least amount of information from the dataset?