Comparison of Machine Learning Methods for Forecasting Web Traffic

Which machine learning methods work best for forecasting on real world data, especially if we only have limited training data?

I explore that question in this article with a forecasting experiment using web traffic data for wikipedia articles.

The results show that many machine learning methods still fall short when forecasting, but properly tuned Lasso regression can produce accurate forecasts.

You can read more about the experiment here