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  • Search: subject:"rotation-based ensemble"
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Year of publication
Subject
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AUC 1 CRM 1 ICA 1 RotBoost 1 Rotation Forest 1 classification 1 classifier ensembles 1 combining models 1 customer churn prediction 1 database marketing 1 decision trees 1 ensemble classification 1 lift 1 machine learning 1 model trees 1 rotation-based ensemble 1 rotation-based ensemble classifiers 1
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Online availability
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Free 1 Undetermined 1
Type of publication
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Article 1 Book / Working Paper 1
Language
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English 1 Undetermined 1
Author
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BOCK, K. W. DE 1 Kotsiantis, S.B. 1 POEL, D. VAN DEN 1
Institution
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Faculteit Economie en Bedrijfskunde, Universiteit Gent 1
Published in...
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International Journal of Data Analysis Techniques and Strategies 1 Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 1
Source
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RePEc 2
Showing 1 - 2 of 2
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An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
BOCK, K. W. DE; POEL, D. VAN DEN - Faculteit Economie en Bedrijfskunde, Universiteit Gent - 2011
rotation-based ensemble classifiers are proposed as modeling techniques for customer churn prediction. In Rotation Forests … Component Analysis (PCA), Independent Component Analysis (ICA) and Sparse Random Projections (SRP). The performance of rotation-based … ensemble classifier is found to depend upon (i) the performance criterion used to measure classification performance, and (ii …
Persistent link: https://www.econbiz.de/10009143417
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Cover Image
Rotation-based model trees for classification
Kotsiantis, S.B. - In: International Journal of Data Analysis Techniques and … 2 (2010) 1, pp. 22-37
functions instead of terminal class values at its leaves. In this study, model trees were coupled with a rotation-based ensemble …
Persistent link: https://www.econbiz.de/10008755526
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