 results were obtained with networks with one hidden layer, and these results hinted us to the fact that using a large (10k) hashtag-based input vector would potentially yield the best results. Especially if we were able to use a larger training set.

<strong>Tweaking and Results</strong>

We were able to train a few networks using a 200k-element training set. The process became quite painful, as training on such large data sets would take up to 5h on the servers we had available. Using a 200k-element train