Some Notes about Scikit-learn Logistic Regression

1. It doesn't use SGD, so there is no learning rate. It uses liblinear, newton-sg, etc. method to solve.
2. Use SGDClassifier for SGD training
3. C is used to control regularization effect. Set C to be very large will reduce regularization to zero
4.