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"Machine learning models for classification and identification of signi" by Koushik Chandra Howlader, Md Shahriare Satu et al.

Type 2 Diabetes (T2D) is a chronic disease characterized by abnormally high blood glucose levels due to insulin resistance and reduced pancreatic insulin production. The challenge of this work is to identify T2D-associated features that can distinguish T2D sub-types for prognosis and treatment purposes. We thus employed machine learning (ML) techniques to categorize T2D patients using data from the Pima Indian Diabetes Dataset from the Kaggle ML repository. After data preprocessing, several feat...
Pima Indian Pima Indian Diabetes Dataset Generalized Boosted Regression Sparse Distance Weighted Discrimination Generalized Additive Model Boosted Generalized Additive Models
Source: uow.edu.au

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