Random Forest Based Multiclass Classification Approach for Highly Skewed Particle Data

Author:

Yalcin Kuzu SerpilORCID

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,General Engineering,Theoretical Computer Science,Software,Applied Mathematics,Computational Mathematics,Numerical Analysis

Reference118 articles.

1. Susan, S., Kumar, A.: The balancing trick: optimized sampling of imbalanced datasets—a brief survey of the recent state of the art. Eng Rep 3, 12298 (2020)

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3. Kotsiantis, S., Kanellopoulos, D., Pintelas, P.: Handling imbalanced datasets: a review. GESTS Int Trans Comput Sci Eng 30, 25 (2006)

4. Visa, S., Ralescu, A.: Issues in mining imbalanced data sets—a review paper. In: Proceedings of the midwest artificial intelligence and cognitive science conference (2005)

5. Nguyen, G.H., Bouzerdoum, A., Phung, S.L.: Learning pattern classification tasks with imbalanced data sets. In: Pattern Recognition, Peng-Yeng Yin. ISBN 978-953-307-014-8 (2009)

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