Base-rate neglect in ALCOVE: A critical reevaluation

Stephan Lewandowsky*

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)peer-review

17 Citations (Scopus)

Abstract

A recent hybrid model of categorization (Attention Learning Covering Map [ALCOVE]; J. K. Kruschke, 1992) has combined the most desirable properties of exemplar models with a connectionist architecture and learning rule. A critically important property of ALCOVE is its apparent ability to account for base-rate neglect, a phenomenon beyond the purview of previous exemplar models. This article reexamines ALCOVE's base-rate neglect predictions and shows that they are confined to a very limited set of circumstances. In most cases, ALCOVE is unable to produce base-rate neglect.

Original languageEnglish
Pages (from-to)185-191
Number of pages7
JournalPsychological Review
Volume102
Issue number1
Publication statusPublished - 1995

Structured keywords

  • Memory

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