Do Additional Features Help or Hurt Category Learning? The Curse of Dimensionality in Human Learners
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DOI: 10.1111/cogs.12724
Abstract: The curse of dimensionality, which has been widely studied in statistics and machine learning, occurs when additional features cause the size of the feature space to grow so quickly that learning classification rules becomes increasingly… read more here.
Keywords: help hurt; additional features; curse dimensionality; features help ... See more keywords