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  • Search: subject:"data mining methods and algorithms"
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Year of publication
Subject
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customer relationship management (CRM) 1 data mining methods and algorithms 1 feature evaluation and selection 1 multiclass classifier design and evaluation 1
Online availability
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Free 1
Type of publication
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Book / Working Paper 1
Language
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English 1
Author
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POEL, D. VAN DEN 1 PRINZIE, A. 1
Institution
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Faculteit Economie en Bedrijfskunde, Universiteit Gent 1
Published in...
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Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 1
Source
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RePEc 1
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Random Forrests for Multiclass classification: Random Multinomial Logit
PRINZIE, A.; POEL, D. VAN DEN - Faculteit Economie en Bedrijfskunde, Universiteit Gent - 2007
Several supervised learning algorithms are suited to classify instances into a multiclass value space. MultiNomial Logit (MNL) is recognized as a robust classifier and is commonly applied within the CRM (Customer Relationship Management) domain. Unfortunately, to date, it is unable to handle...
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