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Papers tagged with "Customer Churn"
Forecasting Customer Turnover Using Machine Learning
Customer Churn Prediction Is An Essential Task For Telecommunication Companies To Reduce Customer Loss And Improve Retention.A Machine Learning System Is Proposed In This Paper To Predict Customer Churn By Using Customer Usage History. Fron...
Customer Sales Predication Using Artifical Intelligence
Customer Churn Prediction Is An Important Research Problem In Business Analytics That Helps Organizations Identify Customers Who Are Likely To Discontinue Their Services. This Paper Proposes A Machine Learning-based Churn Prediction Framewo...
Customer Churn Prediction In B2B Software As A Service
Customer Retention Has Become A Major Concern For Subscription-based B2B Software As A Service (SaaS) Companies Because Long-term Contracts Directly Influence Revenue Stability. Even A Small Increase In Churn Rate Can Result In Noticeable F...
A Review On Machine Learning Models For Predicting Customer Churn Rate
Machine Learning Has Been Extensively Used For Business Analytics, One Important Application Of Which Happens To Be Estimating Customer Churn. As Markets Become Increasingly Competitive, Retaining Existing Customers Has Proven To Be More Co...
E-COMMERCE CUSTOMER CHURN ANALYSIS USING HYPER PARAMETERED TREE ALGORITHM
In This Study, We Employ The AdaBoost Algorithm In Conjunction With GridSearchCV To Analyze Customer Churn In E-commerce. AdaBoost Is A Boosting Algorithm That Combines Multiple Weak Learners To Create A Strong Predictive Model. GridSearchC...
MACHINE LEARNING APPROACH ON CUSTOMER CHURN ANALYSIS: A COMPARATIVE STUDY
The Customer Churn Prediction Is One Of The Challenging Problems In The Telecom Industry. With The Advancement In The Field Of Machine Learning And Artificial Intelligence, The Possibilities To Predict Customer Churn Has Increased Significa...