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You are building a linear regression model. While looking into the data, you realize that two of your features are highly correlated. What is the

You are building a linear regression model. While looking into the data, you realize that two of your features are highly correlated. What is the recommended action?

a) Get rid of one of them

b) Use both of them

c) Multiply them and use the resulting feature instead

d) We need more information

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