CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners

Author:

Sesmero M. Paz,Alonso-Weber Juan M.,Gutierrez German,Sanchis Araceli

Publisher

Springer International Publishing

Reference23 articles.

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2. Kuncheva, L.I.: Combining Pattern Classifiers: Methods and Algorithms. Wiley-Interscience (2005)

3. Chandra, A., Chen, H., Yao, X.: Trade-Off Between Diversity and Accuracy in Ensemble Generation. Multi-objective Mach. Learn. Stud. Comput. Intell. 16, 429–464 (2006)

4. LeCun, Y.: THE MNIST DATABASE of handwritten digits, http://yann.lecun.com/exdb/mnist

5. Masulli, F., Valentini, G.: Comparing Decomposition Methods for Classification. In: Fourth International Conference on Knowledge-Based Intelligent Engineering. Systems and Allied Technologies, pp. 188–791 (2000)

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1. Generating ensembles of heterogeneous classifiers using Stacked Generalization;Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery;2015-01

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