Out-of-time cross-validation strategies for classification in the presence of dataset shift
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-021-02735-2.pdf
Reference39 articles.
1. Anelli V, Di Noia T, Di Sciascio E, Ragone A, Trotta J (2019) Local popularity and time in top-n recommendation. In: Azzopardi L, Stein B, Fuhr N, Mayr P, Hauff C, Hiemstra D (eds) Advances in information retrieval. ECIR 2019. Springer International Publishing
2. Baesens B, Roesch D, Scheule H (2016) Credit risk analytics: Measurement Techniques, Applications, and Examples in SAS. Wiley
3. Bergmeir C, Benítez J (2012) On the use of cross-validation for time series predictor evaluation. Inf Sci 191:192–213
4. Bifet A, de Francisci Morales G, Read J, Holmes G, Pfahringer B (2015) Efficient online evaluation of big data stream classifiers. In: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Association for Computing Machinery, KDD ’15, pp 59–68
5. Bravo C, Maldonado S (2015) Fieller stability measure: a novel model-dependent backtesting approach. J Oper Res Soc 66(11):1895–1905
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