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In this chapter we provide an example application where unsupervised and supervised ML are sequenced. Unsupervised ML is first used to identify clusters in a complex data set (of galaxies, stars, and quasars). Then, supervised ML picks up on these clusters in order to be used as an automated classifier for unseen data.

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Sequencing Unsupervised and Supervised ML

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Peter Wulff,
  • Marcus Kubsch,
  • Christina Krist

摘要

In this chapter we provide an example application where unsupervised and supervised ML are sequenced. Unsupervised ML is first used to identify clusters in a complex data set (of galaxies, stars, and quasars). Then, supervised ML picks up on these clusters in order to be used as an automated classifier for unseen data.