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Classic category learning tasks with data

Classic category learning tasks with data


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I need a list of classic categorization tasks (with available human/animal data) to use as a benchmark for a model.

I am interested in tasks that can be used to validate/invalidate a model of category learning

Here are some sample tasks that are used for model valuation:

  • the 5-4 task
  • Shepard, Hovland, & Jenkins, 1961
  • Medin and Schwanenflugel, 1981
  • Martin & Carmazza, 1980

any others?

References

  • Martin, R.C. & Caramazza, A. (1980). Classification in well-defined and ill-defined categories: Evidence for common processing strategies… Journal of Experimental Psychology: General, 109, 320.
  • Medin, D.L. & Schwanenflugel, P.J. (1981). Linear separability in classification learning… Journal of Experimental Psychology: Human Learning and Memory, 7, 355.
  • Shepard, R.N., Hovland, C.I. & Jenkins, H.M. (1961). Learning and memorization of classifications. Psychological Monographs: General and Applied, 75, 1-42.


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Comments:

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  2. Winslowe

    wonderfully, very entertaining thought

  3. Milar

    And what can I say then?



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