Machine Learning, Logistic Regression, Non Linear.
regression approach — clearly a straight line. It tries to do the best it can given the nonlinearities and gets an F1 score of well 0.5… The contour traced by the blue triangles is interesting. It is obtained by applying traditional logistic regression on the augmented feature space. That is “x²”,