Title

Data structure better than labels? Unsupervised heuristics for SVM hyperparameter estimation

Journal title

Bulletin of the Polish Academy of Sciences Technical Sciences

Yearbook

2026

Volume

74

Issue

1

Authors

Cholewa, Michał ; Romaszewski, Michał ; Głomb, Przemysław

Affiliation

Cholewa, Michał : Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Bałtycka 5, 44-100, Gliwice, Poland ; Romaszewski, Michał : Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Bałtycka 5, 44-100, Gliwice, Poland ; Głomb, Przemysław : Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Bałtycka 5, 44-100, Gliwice, Poland

Keywords

SVM ; classification ; parameters selection ; unsupervised

Divisions of PAS

Nauki Techniczne

Coverage

e155891

Date

02.01.2026

Type

Article

Identifier

DOI: 10.24425/bpasts.2025.155891