Essays about: "Churn prediction"

Showing result 6 - 10 of 41 essays containing the words Churn prediction.

1. 6. Machine Learning-based Prediction of Customer Churn in SaaS

   University essay from Lunds universitet/Institutionen för datavetenskap

   Author : Daniel Dahlén; William Mauritzon; [2023]
   Keywords : Technology and Engineering;

   Abstract : .... READ MORE

3. 7. CUSTOMER CHURN PREDICTION MODEL IN TELECOMMUNICATION SECTOR USING MACHINELEARNING TECHNIQUE

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Nayema Taskin; [2023]
   Keywords : Telecommunication; Customer Retention; Churn Prediction; Machine Learning.;

   Abstract : Customer churn is a critical problem faced by telecom companies, leading to lost revenue and increased marketing costs. In the highly competitive telecommunication sector, customer retention is essential for success. It costs five to seven times more toacquire a new customer than it does to retain an existing one. READ MORE

4. 8. Predicting Customer Churn in E-commerce Using Statistical Modeling and Feature Importance Analysis : A Comparison of Random Forest and Logistic Regression Approaches

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Amanda Rudälv; [2023]
   Keywords : Customer behavior; E-commerce; Churn prediction; Statistical model; Machine learning; Random forest; Logistic regression; Feature importance; Kundbeteende; E-handel; Kundbortfall; Statistisk modell; Maskininlärning; Random forest; Logistisk regression; Variabelsignifikans;

   Abstract : While operating in online markets offers opportunities for expanded assortment and convenience, it also poses challenges such as increased competition and the need to build personal relationships with customers. Customer retention be- comes crucial in maintaining a successful business, emphasizing the importance of understanding customer behavior. READ MORE

5. 9. Comparison of Machine learningalgorithms on Predicting Churn withinMusic streaming service

   University essay from Blekinge Tekniska Högskola

   Author : Lahari Gaddam; Sree Lakshmi Hiranmayee Kadali; [2022]
   Keywords : Churn Prediction; Classification Algorithms; Machine Learning; Music Stream; Supervised Learning.;

   Abstract : Background: Customer churn prediction is one of the most popular part of bigbusinesses and often help the companies in customer retention and revenue generation.Customer churn may lead to huge loss of revenue and is important to analyzeand determine the cause for churn. READ MORE

6. 10. Player Activity Sequence Analysis Using Process Mining : Player churn prediction and Abnormal player sequences detection using process mining on the data from a live game

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Varun Goud Maragoni; [2022]
   Keywords : Process mining; Sequence analysis; Churn prediction; Game analytics;

   Abstract : Background: Game analytics is a field that aims to analyze games and help in the enhancement of game development. Data mining is a prominent technique for game analytics. Recent advances in the field of process mining have motivated users to apply process mining to real-world scenarios in order to derive process-oriented insights. READ MORE