Measure-based classifier performance evaluation

Research output: Contribution to journalArticle

Abstract

The concept of measure functions for classifier performance is suggested. This concept provides an alternative way of selecting and evaluating learned classifiers, and it allows us to define the learning problem as a computational problem.

Details

Authors
  • Arne Andersson
  • Paul Davidsson
  • Johan Lindén
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Science

Keywords

  • Classifier performance evaluation, Generalization, Cross-validation
Original languageEnglish
Pages (from-to)1165-1173
JournalPattern Recognition Letters
Volume20
Issue number11-13
Publication statusPublished - 1999
Publication categoryResearch
Peer-reviewedYes