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Home > Data Mining: Special Issue in Annals of Information Systems > An Extended Study of the Discriminant Random Forest
Data Mining: Special Issue in Annals of Information Systems |
Robert Stahlbock; Sven F. Crone; Stefan Lessmann
Springer US
Data Mining: Special Issue in Annals of Information Systems
An Extended Study of the Discriminant Random Forest
Authors

Tracy D. Lemmond; Barry Y. Chen; Andrew O. Hatch; William G. Hanley

ARI Id

1664373956805_1416679

Access

Not Available Free

Pages

123-146

DOI

10.1007/978-1-4419-1280-0_6

Chapter URL

https://rd.springer.com/chapter/10.1007/978-1-4419-1280-0_6

Table of Contents of Book
Showing 1 to 20 of 24 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xiii
Data Mining and Information Systems: Quo Vadis?
Robert Stahlbock; Stefan Lessmann; Sven F. Crone
1-15
Front Matter
17-17
Response-Based Segmentation Using Finite Mixture Partial Least Squares
Christian M. Ringle; Marko Sarstedt; Erik A. Mooi
19-49
Front Matter
51-51
Building Acceptable Classification Models
David Martens; Bart Baesens
53-74
Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property
Yannick Le Bras; Philippe Lenca; Stéphane Lallich
75-98
Classification Techniques and Error Control in Logic Mining
Giovanni Felici; Bruno Simeone; Vincenzo Spinelli
99-119
Front Matter
121-121
An Extended Study of the Discriminant Random Forest
Tracy D. Lemmond; Barry Y. Chen; Andrew O. Hatch; William G. Hanley
123-146
Prediction with the SVM Using Test Point Margins
Süreyya Özöğür-Akyüz; Zakria Hussain; John Shawe-Taylor
147-158
Effects of Oversampling Versus Cost-Sensitive Learning for Bayesian and SVM Classifiers
Alexander Liu; Cheryl Martin; Brian La Cour; Joydeep Ghosh
159-192
The Impact of Small Disjuncts on Classifier Learning
Gary M. Weiss
193-226
Front Matter
227-227
Predicting Customer Loyalty Labels in a Large Retail Database: A Case Study in Chile
Cristián J. Figueroa
229-253
PCA-based Time Series Similarity Search
Leonidas Karamitopoulos; Georgios Evangelidis; Dimitris Dervos
255-276
Evolutionary Optimization of Least-Squares Support Vector Machines
Arjan Gijsberts; Giorgio Metta; Léon Rothkrantz
277-297
Genetically Evolved kNN Ensembles
Ulf Johansson; Rikard König; Lars Niklasson
299-313
Front Matter
315-315
Behaviorally Founded Recommendation Algorithm for Browsing Assistance Systems
Peter Géczy; Noriaki Izumi; Shotaro Akaho; Kôiti Hasida
317-334
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 24 entries
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