A comparison of filtering evaluation metrics based on formal constraints

Information Retrieval Journal, pp. 1-39, 2019.

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Keywords:
Document filtering Evaluation metrics Evaluation methodologies

Abstract:

Although document filtering is simple to define, there is a wide range of different evaluation measures that have been proposed in the literature, all of which have been subject to criticism. Our goal is to compare metrics from a formal point of view, in order to understand whether each metric is appropriate, why and when, in order to ach...More

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