A Extreme Gradient Boosting Classifier for Predicting Chronic Kidney Disease Stages

Author:

Scoralick João P.ORCID,Iwashima Gabriele C.ORCID,Colugnati Fernando A. B.ORCID,Goliatt LeonardoORCID,Capriles Priscila V. S. Z.ORCID

Publisher

Springer International Publishing

Reference27 articles.

1. Altman, N.S.: An introduction to kernel and nearest-neighbor nonparametric regression. Am. Stat. 46(3), 175–185 (1992)

2. Cao, Y., Hu, Z.D., Liu, X.F., Deng, A.M., Hu, C.J.: An MLP classifier for prediction of HBV-induced liver cirrhosis using routinely available clinical parameters. Dis. Markers 35, 653–660 (2013)

3. Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2, 27:1–27:27 (2007)

4. Chen, T., Guestrin, C.: XGBoost. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2016

5. Chen, T., He, T.: Higgs boson discovery with boosted trees. In: Proceedings of the 2014 International Conference on High-Energy Physics and Machine Learning - Volume 42, HEPML 2014, pp. 69–80. JMLR.org (2014)

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