Abstract: This paper presents a complete customer churn prediction system for the telecommunications industry using machine learning and explainable AI (XAI). A hyperparameteroptimized XGBoost ...

kaggle-churn-s6e3/ ├── README.md # Project overview ├── requirements.txt # Python dependencies ├── .gitignore # Git ignore rules ├── data/ # Data files (not tracked) │ ├── train.csv │ ├── test.csv │ ...

Abstract: This study proposes an innovative pipeline for customer churn prediction in the telecommunications sector, integrating resampling, ensemble learning, and interpretability with fairness ...

An end-to-end Machine Learning web application that predicts customer churn using Scikit-learn and serves real-time predictions through a Django REST API with a web-based UI.

The romance industry, always at the vanguard of technological change, is rapidly adapting to A.I. Not everyone is on board. By Alexandra Alter Last February, the writer Coral Hart launched an ...