Skip to content
#

balancing

Here are 83 public repositories matching this topic...

Employee turnover poses a significant challenge for organizations, resulting in increased costs, reduced productivity, and team disruptions. Understanding the factors driving attrition and predicting at-risk employees is critical for effective retention strategies. This project aims to analyze employee data, identify key drivers of attrition

  • Updated Nov 28, 2025
  • Jupyter Notebook

Used CDC dataset for heart attack detection in patients. Balanced the dataset using SMOTE and Borderline SMOTE and used feature selection and machine learning to create different models and compared them based on metrics such as F-1 score, ROC AUC, MCC, and accuracy.

  • Updated Dec 16, 2022
  • Python

Improve this page

Add a description, image, and links to the balancing topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the balancing topic, visit your repo's landing page and select "manage topics."

Learn more