Counterfactual learning in customer churn prediction under class imbalance

Author:

Li Yuanyuan1ORCID,Song Xue1ORCID,Wei Taicheng2ORCID,Zhu Bing1ORCID

Affiliation:

1. Sichuan University, China

2. Guangxi Tobacco Industrial Co.,Ltd, China

Funder

Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference18 articles.

1. Dieter Brughmans , Pieter Leyman , and David Martens . 2023. Nice: an algorithm for nearest instance counterfactual explanations. Data Mining and Knowledge Discovery ( 2023 ), 1–39. Dieter Brughmans, Pieter Leyman, and David Martens. 2023. Nice: an algorithm for nearest instance counterfactual explanations. Data Mining and Knowledge Discovery (2023), 1–39.

2. ArCo: An artificial counterfactual approach for high-dimensional panel time-series data

3. Damien  A Dablain , Colin Bellinger , Bartosz Krawczyk , David  W Aha , and Nitesh  V Chawla . 2022. Interpretable ML for Imbalanced Data. arXiv preprint arXiv:2212.07743 ( 2022 ). Damien A Dablain, Colin Bellinger, Bartosz Krawczyk, David W Aha, and Nitesh V Chawla. 2022. Interpretable ML for Imbalanced Data. arXiv preprint arXiv:2212.07743 (2022).

4. Multi-Objective Counterfactual Explanations

5. Model-Agnostic Counterfactual Explanations in Credit Scoring

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