cursedimensionality

Do additional features help or hurt category learning? The curse of dimensionality in human learners

Shows that people are only afflicted by the curse of dimensionality for rule-based categories, not family resemblance ones.

Do additional features help or harm during category learning? An exploration of the curse of dimensionality in human learners