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Measure-based classifier performance evaluation

Andersson, Arne; Davidsson, Paul and Lindén, Johan LU (1999) In Pattern Recognition Letters 20(11-13). p.1165-1173
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.
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
Classifier performance evaluation, Generalization, Cross-validation
in
Pattern Recognition Letters
volume
20
issue
11-13
pages
1165 - 1173
publisher
Elsevier
external identifiers
  • scopus:0033220735
ISSN
0167-8655
DOI
10.1016/S0167-8655(99)00084-7
language
English
LU publication?
yes
id
b0c08199-5538-460e-b312-1963744dffe4 (old id 113099)
date added to LUP
2007-07-23 14:21:17
date last changed
2017-01-01 07:27:48
@article{b0c08199-5538-460e-b312-1963744dffe4,
  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.},
  author       = {Andersson, Arne and Davidsson, Paul and Lindén, Johan},
  issn         = {0167-8655},
  keyword      = {Classifier performance evaluation,Generalization,Cross-validation},
  language     = {eng},
  number       = {11-13},
  pages        = {1165--1173},
  publisher    = {Elsevier},
  series       = {Pattern Recognition Letters},
  title        = {Measure-based classifier performance evaluation},
  url          = {http://dx.doi.org/10.1016/S0167-8655(99)00084-7},
  volume       = {20},
  year         = {1999},
}