Non-Linear Approaches
n Linear regression doesn’t consider interactions
between variables; likely to underfit data
n Consider 2nd degree polynomials
n Variables = pairwise products of original features
n total of 325 variables
n (cf. clauses/variables)
n More predictability, less interpretability