Concepedia

Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms

Rafael Gomes Mantovani, Tomáš Horváth, André Luis Debiaso Rossi, Ricardo Cerri, Sylvio Barbon, Joaquin Vanschoren, André C. P. L. F. de Carvalho

Data Mining and Knowledge Discovery · 2024 · 47 citations · 40 references

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Concepts

References

40

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

, , +14

Particle swarm optimization

James Kennedy, R.C. Eberhart · 2002 · 47.5K citations

, , +7

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

, , +13

Unbiased Recursive Partitioning: A Conditional Inference Framework

Torsten Hothorn, Kurt Hornik, Achim Zeileis · Journal of Computational and Graphical Statistics · 2006 · 4.1K citations · Full text

, , +15

Neural networks — A comprehensive foundation

Tadeusz Wilusz · Neurocomputing · 1995 · 2.9K citations

, , +13