Adaptive XGBoost Algorithm Based on Matthews Correlation Coefficient
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-99-3951-0_37
Reference28 articles.
1. Gama, J., Žliobaitė, I., Bifet, A., et al.: A survey on concept drift adaptation. ACM Comput. Surv. (CSUR) 46(4), 1–37 (2014)
2. Lu, J., Liu, A., Dong, F., et al.: Learning under concept drift: a review. IEEE Trans. Knowl. Data Eng. 31(12), 2346–2363 (2018)
3. Cano, A., Krawczyk, B.: ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams. Mach. Learn. 111(7), 2561–2599 (2022)
4. Sobolewski, P., Woźniak, M.: Comparable study of statistical tests for virtual concept drift detection. In: Burduk, R., Jackowski, K., Kurzynski, M., Wozniak, M., Zolnierek, A. (eds.) Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013. AISC, vol. 226, pp. 329–337. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-319-00969-8_32
5. Khamassi, I., Sayed-Mouchaweh, M., Hammami, M., Ghédira, K.: A new combination of diversity techniques in ensemble classifiers for handling complex concept drift. In: Sayed-Mouchaweh, M. (ed.) Learning from Data Streams in Evolving Environments. Studies in Big Data, vol. 41, pp. 39–61. Springer, Cham (2019). https://doi.org/10.1007/978-3-319-89803-2_3
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