Polynomial Feature Transform.md

Polynomial Feature Transform

sklearn.preprocessing.PolynomialFeatures

import sklearn

poly = preprocessing.PolynomialFeatures(degree=2, interaction_only=False)
X_poly = pd.DataFrame(poly.fit_transform(df.drop(['Class'], axis=1)))
X_poly.head()