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Chunk #0 — Background

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StAR: a simple tool for the statistical comparison of ROC curves.
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The prediction of discrete states or categories for any event or for any object requires a classification process. In order to be useful, many real-world applications rely on an optimized classification process. These include some important problems such as diagnosis of diseases, definition of medical treatments, economical and security risk assessment, weather forecast, air traffic regulation and quality control of industrial processes [1].