polynomial features
from sklearn.preprocessing import PolynomialFeatures poly = PolynomialFeatures(degree=2) X_train_poly = poly.fit_transform(X_train) X_test_poly = poly.transform(X_test) logreg = LogisticRegression() logreg.fit(X_train_poly, y_train)