2You have a data-set of house prices. One feature in the data belongs to the number of bedrooms. It ranges from 0 to 10 with most of the houses having 2 and 3 bedrooms. You need to remove the outlier in this data-set to build a model later on. Which approach is better?

Remove the houses with 0 and more than 8 bedrooms

Remove the houses with 0 and more than 6 bedrooms

Define the goal of the model clearly and based on that remove some of the houses

Define the goal of the model clearly and based on that remove some of the houses, and then see removal of which houses helped better with the model