An experimental comparison of cross-validation techniques for estimating the area under the ROC curve
- Author
- Antti Airola, Tapio Pahikkala, Willem Waegeman (UGent) , Bernard De Baets (UGent) and Tapio Salakoski
- Organization
- Keywords
- 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
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-2037191
- MLA
- Airola, Antti, et al. “An Experimental Comparison of Cross-Validation Techniques for Estimating the Area under the ROC Curve.” COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 55, no. 4, 2011, pp. 1828–44, doi:10.1016/j.csda.2010.11.018.
- 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. https://doi.org/10.1016/j.csda.2010.11.018
- Chicago author-date
- 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): 1828–44. https://doi.org/10.1016/j.csda.2010.11.018.
- Chicago author-date (all authors)
- 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. doi:10.1016/j.csda.2010.11.018.
- 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.
- IEEE
- [1]A. Airola, T. Pahikkala, W. Waegeman, B. De Baets, and T. Salakoski, “An experimental comparison of cross-validation techniques for estimating the area under the ROC curve,” COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 55, no. 4, pp. 1828–1844, 2011.
@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}},
keywords = {{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://doi.org/10.1016/j.csda.2010.11.018}},
volume = {{55}},
year = {{2011}},
}
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