Mining data with random forests: current options for real-world applications
Author:
Affiliation:
1. Institut für Medizinische Biometrie und Statistik, Universität zu Lübeck, Universitätsklinikum Schleswig-Holstein, Campus Lübeck; Lübeck Germany
2. Zentrum für Klinische Studien; Universität zu Lübeck; Lübeck Germany
Publisher
Wiley
Subject
General Computer Science
Reference48 articles.
1. Classification and regression trees;Loh;WIREs Data Mining Knowl Discov,2011
2. Tree-structured survival analysis;Gordon;Cancer Treat Rep,1985
3. Random forests;Breiman;Mach Learn,2001
4. Bagging predictors;Breiman;Mach Learn,1996
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