Using an afticial neural network to predict customers who leave the bank.
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Updated
Sep 19, 2017 - Python
Using an afticial neural network to predict customers who leave the bank.
An artificial neural network predicting whether or not a customer will leave the bank or not based on certain independent factors using the Churn Modelling Dataset
Predicting Customer Churn in a Bank using ANNs
Determining the churn rate of a bank and predicting which of their customers are at high risk of leaving the bank.
Churn Modelling - unusual rate at which customers leaving the company, we need to figure out why? we need to understand the problem? We actually need to create a demographic segmentation model to tell the bank/company which customers are at high risk of leaving.
WTTE-RNN a framework for churn and time to event prediction
A churn model is a mathematical representation of how churn impacts your business. Churn calculations are built on existing data (the number of customers who left your service during a given time period). A predictive churn model extrapolates on this data to show future potential churn rates.
It is focused on customer churn utilizing the personal info and various user statistics on a telecom user database from U.S. The performance of the final model is 98.8% accuracy and 96.4% f-beta score so far.
This project creates an ANN model based on a customer churn dateset available on Kaggle.
Predicting churn in a real company for CRM actions.
IA & Business Intelligence
Customer churn train/prediction library with automatic dataset size optimisation features.
The effect of social interaction on individual churn decision in MMORPG Game
In this project, you will implement your learnings to identify credit card customers that are most likely to churn. The completed project will include a Python package for a machine learning project that follows coding (PEP8) and engineering best practices for implementing software (modular, documented, and tested). The package will also have th…
AI + Machine Learning + Deep Learning + Neural Networks = Self-Learning Adventure
Predicts weather the customer will stay with the current telecom company or leave
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