features

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

Similarity, feature discovery, and the size principle

Modeling the acquisition of domain structure and feature understanding