• DOI:10.1145/2030376.2030383
Corpus ID: 2803574

Using classifier cascades for scalable e-mail classification

@inproceedings{Pujara2011UsingCC,
  title={Using classifier cascades for scalable e-mail classification},
  author={J. Pujara and Hal Daum{\'e} and L. Getoor},
  booktitle={CEAS '11},
  year={2011}
}

J. Pujara, Hal Daumé, L. Getoor

Published in CEAS '11 2011

Computer Science

In many real-world scenarios, we must make judgments in the presence of computational constraints. One common computational constraint arises when the features used to make a judgment each have differing acquisition costs, but there is a fixed total budget for a set of judgments. Particularly when there are a large number of classifications that must be made in a real-time, an intelligent strategy for optimizing accuracy versus computational costs is essential. E-mail classification is an area… CONTINUE READING

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