Multi-objective evolution of oblique decision trees for imbalanced data binary classification

Author:

Chabbouh Marwa,Bechikh Slim,Hung Chih-Cheng,Ben Said Lamjed

Publisher

Elsevier BV

Subject

General Mathematics,General Computer Science

Reference101 articles.

1. Enhancing Multi-Class Classification of Random Forest Using Random Vector Functional Neural Network and Oblique Decision Surfaces;Katuwal,2018

2. A system for induction of oblique decision trees;Murthy;J. Artif. Intell. Res.,1994

3. A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets;LPez;Knowl. Based Syst.,2013

4. Conception of a dominance-based multi-objective local search in the context of classification rule mining in large and imbalanced data sets;Jacques;Appl. Soft Comput.,2015

5. Under-sampling approaches for improving prediction of the minority class in an imbalanced dataset;Yen;Intell. Control Autom.,2006

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