Empirical Comparison of Bagging Ensembles Created Using Weak Learners for a Regression Problem

Author:

Bańczyk Karol,Kempa Olgierd,Lasota Tadeusz,Trawiński Bogdan

Publisher

Springer Berlin Heidelberg

Reference21 articles.

1. Bańczyk, K.: Multi-agent system based on heterogeneous ensemble machine learning models. Master’s Thesis, Wrocław University of Technology, Wrocław, Poland (2011)

2. Breiman, L.: Bagging Predictors. Machine Learning 24(2), 123–140 (1996)

3. Büchlmann, P., Yu, B.: Analyzing bagging. Annals of Statistics 30, 927–961 (2002)

4. Cordón, O., Quirin, A.: Comparing Two Genetic Overproduce-and-choose Strategies for Fuzzy Rule-based Multiclassification Systems Generated by Bagging and Mutual Information-based Feature Selection. Int. J. Hybrid Intel. Systems 7(1), 45–64 (2010)

5. Cunningham, S.J., Frank, E., Hall, M., Holmes, G., Trigg, L., Witten, I.H.: WEKA: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann. New Zealand (2005)

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