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Regression and time estimation in the manufacturing industry

In this thesis an analysis is performed on operation times for different sized products in a manufacturing company. The thesis will introduce and summarise most of the theory needed to perform regression and also cover a worked example where three different regression models are learned, evaluated and analysed. Conformal prediction, which at the moment is a hot topic in machine learning, will also be introduced and will be used in the worked example.

Identiferoai:union.ndltd.org:UPSALLA1/oai:DiVA.org:uu-504309
Date January 2023
CreatorsBjernulf, Walter
PublisherUppsala universitet, Statistik, AI och data science
Source SetsDiVA Archive at Upsalla University
LanguageEnglish
Detected LanguageEnglish
TypeStudent thesis, info:eu-repo/semantics/bachelorThesis, text
Formatapplication/pdf
Rightsinfo:eu-repo/semantics/openAccess
RelationU.U.D.M. project report ; 2023:9

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