Enhancing Obesity Detection Through SMOTE -based Classification Models: A comparative Study

• المؤلفون الرئيسيون: John Kamwele Mutinda (مؤلف), Amos Langat (مؤلف), Regis Konan Marcel Djaha (مؤلف), Jackson Ndoto Munyao (مؤلف), Lee Whitaker (مؤلف), Millicent Auma Omondi (مؤلف)
• التنسيق: كتاب
• منشور في: Universidad Libre, 2024-06-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: Connect to this object online.

Objective: To use SMOTE to enhance class balance and compare the performance of different classification methods before and after applying SMOTE. Methods: The study used a dataset from Kaggle. Consisted of several health-related features linked to obesity prediction. Checking for class imbalance wit...