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An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

Antti Airola, Tapio Pahikkala, Willem Waegeman UGent, Bernard De Baets UGent and Tapio Salakoski (2011) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 55(4). p.1828-1844
Please use this url to cite or link to this publication:
author
organization
year
type
journalArticle (original)
publication status
published
subject
keyword
RIDGE-REGRESSION, ORDINAL REGRESSION, LEARNING ALGORITHMS, Classifier performance estimation, Conditional AUC estimation, Cross-validation, Leave-pair-out cross-validation, SUPPORT VECTOR MACHINE, Area under the ROC curve, CLASSIFICATION, ACCURACY, SYSTEMS, AUC
journal title
COMPUTATIONAL STATISTICS & DATA ANALYSIS
Comput. Stat. Data Anal.
volume
55
issue
4
pages
1828 - 1844
Web of Science type
Article
Web of Science id
000286716000027
JCR category
STATISTICS & PROBABILITY
JCR impact factor
1.028 (2011)
JCR rank
48/116 (2011)
JCR quartile
2 (2011)
ISSN
0167-9473
DOI
10.1016/j.csda.2010.11.018
language
English
UGent publication?
yes
classification
A1
copyright statement
I have transferred the copyright for this publication to the publisher
id
2037191
handle
http://hdl.handle.net/1854/LU-2037191
date created
2012-02-17 13:44:19
date last changed
2016-12-19 15:42:03
@article{2037191,
  author       = {Airola, Antti and Pahikkala, Tapio and Waegeman, Willem and De Baets, Bernard and Salakoski, Tapio},
  issn         = {0167-9473},
  journal      = {COMPUTATIONAL STATISTICS \& DATA ANALYSIS},
  keyword      = {RIDGE-REGRESSION,ORDINAL REGRESSION,LEARNING ALGORITHMS,Classifier performance estimation,Conditional AUC estimation,Cross-validation,Leave-pair-out cross-validation,SUPPORT VECTOR MACHINE,Area under the ROC curve,CLASSIFICATION,ACCURACY,SYSTEMS,AUC},
  language     = {eng},
  number       = {4},
  pages        = {1828--1844},
  title        = {An experimental comparison of cross-validation techniques for estimating the area under the ROC curve},
  url          = {http://dx.doi.org/10.1016/j.csda.2010.11.018},
  volume       = {55},
  year         = {2011},
}

Chicago
Airola, Antti, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, and Tapio Salakoski. 2011. “An Experimental Comparison of Cross-validation Techniques for Estimating the Area Under the ROC Curve.” Computational Statistics & Data Analysis 55 (4): 1828–1844.
APA
Airola, A., Pahikkala, T., Waegeman, W., De Baets, B., & Salakoski, T. (2011). An experimental comparison of cross-validation techniques for estimating the area under the ROC curve. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 55(4), 1828–1844.
Vancouver
1.
Airola A, Pahikkala T, Waegeman W, De Baets B, Salakoski T. An experimental comparison of cross-validation techniques for estimating the area under the ROC curve. COMPUTATIONAL STATISTICS & DATA ANALYSIS. 2011;55(4):1828–44.
MLA
Airola, Antti, Tapio Pahikkala, Willem Waegeman, et al. “An Experimental Comparison of Cross-validation Techniques for Estimating the Area Under the ROC Curve.” COMPUTATIONAL STATISTICS & DATA ANALYSIS 55.4 (2011): 1828–1844. Print.