Publikation:

Comprehensive PMML preprocessing in KNIME

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Morent_243296.pdf
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2011

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Stathatos, Kostantinos
Lin, Wen-Ching

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Proceedings of the 2011 workshop on Predictive markup language modeling - PMML '11. New York, New York, USA: ACM Press, 2011, pp. 28-31. ISBN 978-1-4503-0837-3. Available under: doi: 10.1145/2023598.2023602

Zusammenfassung

This paper describes PMML extensions for the modular open source data analytics platform KNIME adding pre-processing support and the ability to edit existing PMML code. It is also shown how the PMML model representation in KNIME can be used within meta learning schemes such as boosting and bagging.

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004 Informatik

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the 2011 workshop, 21. Aug. 2011 - 21. Aug. 2011, San Diego, California, USA
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ISO 690MORENT, Dominik, Kostantinos STATHATOS, Wen-Ching LIN, Michael R. BERTHOLD, 2011. Comprehensive PMML preprocessing in KNIME. the 2011 workshop. San Diego, California, USA, 21. Aug. 2011 - 21. Aug. 2011. In: Proceedings of the 2011 workshop on Predictive markup language modeling - PMML '11. New York, New York, USA: ACM Press, 2011, pp. 28-31. ISBN 978-1-4503-0837-3. Available under: doi: 10.1145/2023598.2023602
BibTex
@inproceedings{Morent2011Compr-24329,
  year={2011},
  doi={10.1145/2023598.2023602},
  title={Comprehensive PMML preprocessing in KNIME},
  isbn={978-1-4503-0837-3},
  publisher={ACM Press},
  address={New York, New York, USA},
  booktitle={Proceedings of the 2011 workshop on Predictive markup language modeling - PMML '11},
  pages={28--31},
  author={Morent, Dominik and Stathatos, Kostantinos and Lin, Wen-Ching and Berthold, Michael R.}
}
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