rate:</em> This was our initial target. That number is quite arbitrary, but we figured the aggregated data computed based on a classifier with this kind of success rate would be good enough for all of our clients, and a good first milestone.</li>
</ul>

<strong>The training set</strong>

This is probably the most crucial part of the overall exercise. If you're building a classifier, it is likely because you're lacking the data you want to infer in the first place. Yet, you'll need a fairly big data set pr