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An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction

Koen De Bock (UGent) and Dirk Van den Poel (UGent)
(2011) EXPERT SYSTEMS WITH APPLICATIONS. 38(10). p.12293-12301
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RANDOM FORESTS, RELATIONSHIP MANAGEMENT, SUBSCRIPTION SERVICES, ATTRITION ANALYSIS, CLASSIFICATION, MODELS, RETENTION, ALGORITHMS, FRAMEWORK, SELECTION, CRM, Database marketing, Customer churn prediction, Ensemble classification, Rotation-based ensemble classifiers, RotBoost, Rotation Forest, ICA, AUC, Lift

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Chicago
De Bock, Koen, and Dirk Van den Poel. 2011. “An Empirical Evaluation of Rotation-based Ensemble Classifiers for Customer Churn Prediction.” Expert Systems with Applications 38 (10): 12293–12301.
APA
De Bock, K., & Van den Poel, D. (2011). An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction. EXPERT SYSTEMS WITH APPLICATIONS, 38(10), 12293–12301.
Vancouver
1.
De Bock K, Van den Poel D. An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction. EXPERT SYSTEMS WITH APPLICATIONS. 2011;38(10):12293–301.
MLA
De Bock, Koen, and Dirk Van den Poel. “An Empirical Evaluation of Rotation-based Ensemble Classifiers for Customer Churn Prediction.” EXPERT SYSTEMS WITH APPLICATIONS 38.10 (2011): 12293–12301. Print.
@article{1937503,
  author       = {De Bock, Koen and Van den Poel, Dirk},
  issn         = {0957-4174},
  journal      = {EXPERT SYSTEMS WITH APPLICATIONS},
  keywords     = {RANDOM FORESTS,RELATIONSHIP MANAGEMENT,SUBSCRIPTION SERVICES,ATTRITION ANALYSIS,CLASSIFICATION,MODELS,RETENTION,ALGORITHMS,FRAMEWORK,SELECTION,CRM,Database marketing,Customer churn prediction,Ensemble classification,Rotation-based ensemble classifiers,RotBoost,Rotation Forest,ICA,AUC,Lift},
  language     = {eng},
  number       = {10},
  pages        = {12293--12301},
  title        = {An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction},
  url          = {http://dx.doi.org/10.1016/j.eswa.2011.04.007},
  volume       = {38},
  year         = {2011},
}

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