Some use-cases for building a classifier:

Spam detection, for example you could build your own Askimet API;
Automatic assignment of categories to a set of items;
Automatic detection of the primary language (e.g. Google Translate);
Sentiment analysis, which in simple terms refers to discovering if an opinion is about love or hate about a certain topic;