An improved column-generation-based matheuristic for learning classification trees
| Year of publication: |
2024
|
|---|---|
| Authors: | Patel, Krunal Kishor ; Desaulniers, Guy ; Lodi, Andrea |
| Published in: |
Computers & operations research : an international journal. - Amsterdam [u.a.] : Elsevier, ISSN 0305-0548, ZDB-ID 1499736-8. - Vol. 165.2024, Art.-No. 106579, p. 1-12
|
| Subject: | Machine learning | Column generation | Classification | Decision trees | Mixed Integer Programming | Künstliche Intelligenz | Artificial intelligence | Entscheidungsbaum | Decision tree | Klassifikation | Theorie | Theory | Ganzzahlige Optimierung | Integer programming | Algorithmus | Algorithm | Operations Research | Operations research |
-
Revisiting column-generation-based matheuristic for learning classification trees
Patel, Krunal Kishor, (2023)
-
Optimal classification trees with leaf-branch and binary constraints
Liu, Enhao, (2024)
-
Margin optimal classification trees
D'Onofrio, Federico, (2024)
- More ...
-
Revisiting column-generation-based matheuristic for learning classification trees
Patel, Krunal Kishor, (2023)
-
Explainable prediction of Qcodes for NOTAMs using column generation
Patel, Krunal Kishor, (2024)
-
Machine-learning-based arc selection for constrained shortest path problems in column generation
Morabit, Mouad, (2021)
- More ...