Concepedia

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

Marwa Chabbouh, Slim Bechikh, Chih‐Cheng Hung, Lamjed Ben Saïd

Swarm and Evolutionary Computation · 2019 · 25 citations · 77 references

DOI

Concepts

References

77

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

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SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

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Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

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A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

, , +14

Induction of Decision Trees

J. R. Quinlan · Machine Learning · 1986 · 14.8K citations · Full text

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