Zing Forum

Reading

Subscription-Loyalty-Risk-Radar: A Machine Learning-Based Customer Loyalty Risk Prediction System

An open-source tool that uses machine learning models to analyze subscription user loyalty risks. It helps businesses understand customer behavior, predict retention probability, and identify high-risk user groups through an interactive Streamlit dashboard.

machine learningcustomer retentionsubscription analyticschurn predictionStreamlitPythonloyalty scoringrisk analysis
Published 2026-05-12 07:26Recent activity 2026-05-12 07:28Estimated read 1 min
Subscription-Loyalty-Risk-Radar: A Machine Learning-Based Customer Loyalty Risk Prediction System
1

Section 01

导读 / 主楼:Subscription-Loyalty-Risk-Radar: A Machine Learning-Based Customer Loyalty Risk Prediction System

Introduction / Main Post: Subscription-Loyalty-Risk-Radar: A Machine Learning-Based Customer Loyalty Risk Prediction System

An open-source tool that uses machine learning models to analyze subscription user loyalty risks. It helps businesses understand customer behavior, predict retention probability, and identify high-risk user groups through an interactive Streamlit dashboard.