project2

Find most favored product in amazon.com This project is using amazon review file It is accomplished using logistic regression with L2 penalty Gradient ascent is implemented with L2 penalty Empirically explore how L2 penalty can ameliorate overfitting Software requirements: Python 2.7, graphlab SFrame, Numpy