Customer - Churn Analysis (Customer retention)

> (Statistics|Probability|Machine Learning|Data Mining|Data and Knowledge Discovery|Pattern Recognition|Data Science|Data Analysis)

1 - About


  • from a online store: When a customer stops buying from a business
  • for a service company: rupture of contract

Churn is typically rare but quite costly

In a churn model:

  • The highest customers are the reliable customers.
  • The lowest customers are unlikely to come back.
  • The customers around 50% probability are at risk of churning,

3 - Usage

  • marketing campaigns (targeted to gain back the customers with a churn risk)
  • order fulfillment prioritization,
  • customer support.

4 - Documentation / Reference

data_mining/churn.txt · Last modified: 2017/12/31 20:05 by gerardnico