Random Forrests for Multiclass classification: Random Multinomial Logit
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Cited by:
- Philippe Baecke & Dirk Van Den Poel, 2010.
"Improving Purchasing Behavior Predictions By Data Augmentation With Situational Variables,"
International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 9(06), pages 853-872.
- P. Baecke & D. Van Den Poel, 2010. "Improving purchasing behavior predictions by data augmentation with situational variables," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 10/658, Ghent University, Faculty of Economics and Business Administration.
- De Bock, Koen W. & Coussement, Kristof & Van den Poel, Dirk, 2010.
"Ensemble classification based on generalized additive models,"
Computational Statistics & Data Analysis, Elsevier, vol. 54(6), pages 1535-1546, June.
- K. W. De Bock & K. Coussement & D. Van Den Poel & -, 2009. "Ensemble classification based on generalized additive models," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 09/625, Ghent University, Faculty of Economics and Business Administration.
- K.W. de Bock & K. Coussement & D. van den Poel, 2010. "Ensemble classification based on generalized additive models," Post-Print halshs-00581711, HAL.
- De Bock, Koen W & Coussement, Kristof & Van den Poel, Dirk, 2010. "Ensemble classification based on generalized additive models," Working Papers 2010/02, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
- M. Ballings & D. Van Den Poel, 2012. "Kernel Factory: An Ensemble of Kernel Machines," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 12/825, Ghent University, Faculty of Economics and Business Administration.
- Antipov, Evgeny & Pokryshevskaya, Elena, 2010. "Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics," MPRA Paper 27645, University Library of Munich, Germany.
- K. W. De Bock & D. Van Den Poel, 2011.
"An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction,"
Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium
11/717, Ghent University, Faculty of Economics and Business Administration.
- K.W. de Bock & D. van den Poel, 2011. "An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction," Post-Print hal-00800160, HAL.
- M. Ballings & D. Van Den Poel, 2012. "The Relevant Length of Customer Event History for Churn Prediction: How long is long enough?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 12/804, Ghent University, Faculty of Economics and Business Administration.
- J. Burez & D. Van Den Poel, 2008. "Handling class imbalance in customer churn prediction," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 08/517, Ghent University, Faculty of Economics and Business Administration.
- Tomáš Vantuch & Michal Prílepok & Jan Fulneček & Roman Hrbáč & Stanislav Mišák, 2019. "Towards the Text Compression Based Feature Extraction in High Impedance Fault Detection," Energies, MDPI, vol. 12(11), pages 1-13, June.
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More about this item
Keywords
multiclass classifier design and evaluation; feature evaluation and selection; data mining methods and algorithms; customer relationship management (CRM);All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-DCM-2007-02-10 (Discrete Choice Models)
- NEP-ECM-2007-02-10 (Econometrics)
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