Influence of Data Characteristics on Machine Learning Classification Performance and Stability of SHapley Additive exPlanations
Year of publication
2024
Authors
Ihalapathirana, Anusha; Chandra, Gunjan; Lavikainen, Piia; Siirtola, Pekka; Tamminen, Satu; Talukder, Nirzor; Martikainen, Janne; Röning, Juha
Organizations and authors
University of Oulu
Ihalapathirana Anusha 
Chandra Gunjan
Röning Juha
Talukder Nirzor
Siirtola Pekka
Tamminen Satu
Publication type
Publication format
Article
Parent publication type
Conference
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A4 Article in conference proceedingsPublication channel information
Parent publication name
Conference
European symposium on artificial neural networks, computational intelligence and machine learning
Pages
297-302
ISBN
Publication forum
Publication forum level
1
Open access
Open access in the publisher’s service
Yes
Open access of publication channel
Fully open publication channel
License of the publisher’s version
Other license
Self-archived
No
Other information
Fields of science
Computer and information sciences; Health care science
Identified topic
[object Object]
Publication country
Belgium
Internationality of the publisher
International
Language
English
International co-publication
No
Co-publication with a company
No
DOI
10.14428/esann/2024.es2024-107
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes