Churn Prediction Tools

Advanced tools for predicting customer churn using deep learning and behavior analysis techniques.

Intelligent Prediction Model
A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.
A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.

Constructing models based on customer behavior and multi-dimensional data integration.

A smartphone screen displaying the ChatGPT logo in focus, with the OpenAI text and logo faintly visible in the background.
A smartphone screen displaying the ChatGPT logo in focus, with the OpenAI text and logo faintly visible in the background.
Churning waves and frothy white water are visible on the surface of a dark blue ocean.
Churning waves and frothy white water are visible on the surface of a dark blue ocean.
Risk Assessment Algorithms

Designing algorithms for emotion recognition and risk warning in customer interactions.

Experimental Validation Phase

Integrating churnnet into GPT architecture for testing model performance.