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  • Maximum Entropy Models in Chief Complaint Classification

    Content Type: Abstract

    This paper describes a novel approach to the statistical classification of free-text chief complaints for the purpose of syndromic surveillance.
    … hand-classified into one of eight categories was used to train both CoCo and the new Maximum Entropy classifier. A … low and highly variable due to the low availability of training data. Epidemiological and clinical assessment from … process. However, in a production enviornment, this train- ing only needs to occur once. REFERENCES [1] J. U. …