  The F-measure or F-score is one of the most commonly used single number
measures in Information Retrieval, Natural Language Processing and Machine
Learning, but it is based on a mistake, and the flawed assumptions render it
unsuitable for use in most contexts! Fortunately, there are better
alternatives.
