We use linear regression to directly predict the opening weekend gross earnings, denoted y, based on features x extracted from the movie metadata and/or the text of the reviews.
given an input feature vector x ∈ R p , we predict an outputŷ ∈ R using a linear model:ŷ = β 0 + x β.