Implementation of Logistic Regression on Diabetic Dataset using Train-Test-Split, K-Fold and Stratified K-Fold Approach
Author:
Publisher
Springer Science and Business Media LLC
Subject
Engineering (miscellaneous)
Link
https://link.springer.com/content/pdf/10.1007/s40009-022-01131-9.pdf
Reference14 articles.
1. Anna V, van der Ploeg HP, Cheung NW, Huxley RR, Bauman AE (2008) Socio-demographic correlates of the increasing trend in prevalence of gestational diabetes mellitus in a large population of women between 1995 and 2005. Diabetes Care 31(12):2288–2293. https://doi.org/10.2337/dc08-1038
2. Després JP, Lemieux I (2006) Abdominal obesity and metabolic syndrome. Nature 444(7121):881–887. https://doi.org/10.1038/nature05488
3. Sudharsan B, Peeples M, Shomali M (2015) Hypoglycemia prediction using machine learning models for patients with type 2 diabetes. J Diabetes Sci Technol 9(1):86–90. https://doi.org/10.1177/1932296814554260
4. Georga EI, Protopappas VC, Ardigò D, Polyzos D, Fotiadis DI (2013) A glucose model based on support vector regression for the prediction of hypoglycemic events under free-living conditions. Diabetes Technol Ther 15(8):634–643. https://doi.org/10.1089/dia.2012.0285
5. Zeng X, Martinez TR (2000) Distribution-balanced stratified cross-validation for accuracy estimation. J Exp Theor Artif Intell 12(1):1–12. https://doi.org/10.1080/095281300146272
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