Concepedia

Binary Churn Classification

Binary Churn Classification is a supervised machine learning task that categorizes customers into one of two mutually exclusive states—churned or non-churned—based on historical behavioral and transactional data to predict customer attrition in a binary outcome framework.

9

Publications

225

Citations

28

Authors

8

Institutions

Publications per year

2017–2026

4

Parents

Publications

9

Prediction of Player Churn and Disengagement Based on User Activity Data of a Freemium Online Strategy Game

Karsten Rothmeier, Nicolas Pflanzl, Joschka Andreas Hüllmann · IEEE Transactions on Games · 2020 · 42 citations

, , +17

Performance Evaluation of Various Classification Techniques for Customer Churn Prediction in E-commerce

Seema Baghla, Gaurav Gupta · Microprocessors and Microsystems · 2022 · 35 citations

, , +16

Imbalanced customer classification for bank direct marketing

Georgios Marinakos, Sophia Daskalaki · Journal of Marketing Analytics · 2017 · 33 citations

, , +11

A hybrid KNN-LR classifier and its application in customer churn prediction

Yangming Zhang, Jiayin Qi, Huaying Shu et al. · 2007 · 30 citations

, , +17

Customer Churn Prediction in B2B Non-Contractual Business Settings Using Invoice Data

Milan Mirković, Teodora Lolić, Darko Stefanović et al. · Applied Sciences · 2022 · 21 citations · Full text

, , +17

1–5 of 9

Authors

28

  1. SA
    Sajid Anwar

    Institute of Management Sciences Peshawar, Pakistan

    1 publications · 15 citations

    1

    h-index

  2. YZ
    Yangming Zhang

    Beihang University, China

    1 publications · 30 citations

    1

    h-index

  3. DV
    Dirk Van den Poel

    Ghent University, Belgium

    1 publications · 11 citations

    1

    h-index

  4. SB
    Seema Baghla

    Punjabi University, India

    1 publications · 35 citations

    1

    h-index

  5. AA
    Andraš Anderla

    University of Novi Sad, Serbia

    1 publications · 21 citations

    1

    h-index

1–5 of 28

Institutions

8

  1. Institute of Management Sciences Peshawar

    Peshawar, Pakistan

    1 h-index

    4 publications

    60 citations

  2. University of Patras

    Pátrai, Greece

    1 h-index

    2 publications

    66 citations

  3. Beijing University of Posts and Telecommunications

    Beijing, China

    1 h-index

    4 publications

    120 citations

  4. University of Münster

    Münster, Germany

    1 h-index

    2 publications

    84 citations

  5. Punjabi University

    Patiāla, India

    1 h-index

    2 publications

    70 citations

  6. Tsinghua University

    Beijing, China

    1 h-index

    2 publications

    36 citations

  7. University of Novi Sad

    Novi Sad, Serbia

    1 h-index

    5 publications

    105 citations

  8. Ghent University

    Ghent, Belgium

    1 h-index

    2 publications

    22 citations

1–8 of 8

Venues

  1. Applied Sciences

    1 publications · 21 citations

    1

    h-index

  2. International Journal of Database Theory and Application

    IJDTA · 1 publications · 20 citations

    1

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 1 publications · 11 citations

    1

    h-index

  4. IEEE Transactions on Games

    TG · 1 publications · 42 citations

    1

    h-index

  5. Microprocessors and Microsystems

    MICPRO · 1 publications · 35 citations

    1

    h-index

1–5