Exercise

Using SGDClassifier

In this final coding exercise, you'll do a hyperparameter search over the regularization strength and the loss (logistic regression vs. linear SVM) using SGDClassifier().

Instructions

100 XP

Instantiate an SGDClassifier instance with random_state=0.
Search over the regularization strength and the hinge vs. log_loss losses.