Measuring Properties of Metric Dataset Representations – Bc. Martin Pajerský
Bc. Martin Pajerský
Bachelor's thesis
Measuring Properties of Metric Dataset Representations
Measuring Properties of Metric Dataset Representations
Abstract:
Študujeme a porovnávame metrický obal a guľu, techniky používané na reprezentáciu metrických regiónov. Vytvárame viacero experimentov na porozumenie silných stránok ale aj nedostatkov týchto reprezentácií. Rôzne aspekty posudzujeme aj pomocou rozmanitých syntetických a reálnych dát. Výsledky ukazujú, že veľkosť metrického obalu zostáva konštantná so zvyšujúcou sa dimenzionalitou dát a že malé obaly …moreAbstract:
We study and compare a metric hull and ball, techniques for representing metric regions. Multiple experiments are created to understand the strengths and weaknesses of the representations. We assess different aspects also by using various synthetic and real-life data sets. The results demonstrate that the hull size remains constant with increasing dimensionality of the data, and small-sized hulls can …more
Language used: English
Date on which the thesis was submitted / produced: 18. 5. 2023
Identifier:
https://is.muni.cz/th/d79md/
Thesis defence
- Date of defence: 29. 6. 2023
- Supervisor: doc. RNDr. Vlastislav Dohnal, Ph.D.
- Reader: Mgr. Miriama Jánošová
Citation record
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsBachelor programme / field:
Informatics / Informatics
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