I need to classify URLs into categories. Say I have 15 categories that I'm planning to zero down every URL to.
Is a 15-way classifier better? Where I have 15 labels and generate features for each data point.
Or building 15 binary classifiers, say: Movie or Non-Movie, and use the numbers I get from these classifications to build a ranker, to pick the best category, going to be better?