Our classifier performs well if the utterance is short and falls into one of the selected categories (86% accuracy on the British data); and it has the advantages of automatic training, domain independence, and the ability to capture a great variety of expressions.
it can be inaccurate when applied to longer utterances, and it is not yet equipped to handle domain-specific assertions, questions, or queries about a transaction.