Avazu Kaggle competition:http://www.kaggle.com/c/avazu-ctr-prediction Predict whether a mobile ad will be clicked

In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction systems are essential and widely used for sponsored search and real-time bidding.

##Software: Python code based on pandas utilities and scikit-learn http://scikit-learn.org/stable/

##Training.py Do Out-Of-Core training using SGDClassifier after Features Hashing ##Prediction.py Load saved model from disk and prepare submission file