# Hyperparameter Optimization and Combined Data Sampling Techniques in Machine Learning for Customer Churn Prediction: A Comparative Analysis

> Research article (Technologies, 2023) · cited 46× · AI/ML

**Wikidata**: [openalex:W4389049643](https://www.wikidata.org/wiki/openalex:W4389049643)  
**Source**: https://4ort.xyz/entity/hyperparameter-optimization-and-combined-data-sampling-techniques-in-machine-learning-for-customer-churn-prediction-a-co