Impact of model size on tree ensemble prediction accuracy and optimization time

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Reijonen_Eetu_2023.pdf (1.57 MB)
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Volume Title
Perustieteiden korkeakoulu | Bachelor's thesis
Electronic archive copy is available locally at the Harald Herlin Learning Centre. The staff of Aalto University has access to the electronic bachelor's theses by logging into Aaltodoc with their personal Aalto user ID. Read more about the availability of the bachelor's theses.
Date
2023-11-01
Department
Major/Subject
Matematiikka ja systeemitieteet
Mcode
SCI3029
Degree programme
Teknistieteellinen kandidaattiohjelma
Language
en
Pages
25
Series
Description
Supervisor
Oliveira, Fabricio
Thesis advisor
Belyak, Nikita
Keywords
mixed-integer optimization, tree ensemble models, decision trees
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