Measure-based classifier performance evaluation
(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:
https://lup.lub.lu.se/record/113099
- author
- Andersson, Arne ; Davidsson, Paul and Lindén, Johan LU
- organization
- publishing date
- 1999
- 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
- 2016-04-01 17:13:37
- date last changed
- 2022-01-29 01:17:06
@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}},
keywords = {{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}},
doi = {{10.1016/S0167-8655(99)00084-7}},
volume = {{20}},
year = {{1999}},
}