Determining the Quality of a Dataset in Clustering Terms

Determining the Quality of a Dataset in Clustering Terms

The purpose of the theoretical considerations and research conducted was to indicate the instruments with which the quality of a dataset can be verified for the segmentation of observations occurring in the dataset. The paper proposes a novel way to deal with mixed datasets containing categorical an...

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Bibliographic Details
Main Authors: Alicja Rachwał, Emilia Popławska, Izolda Gorgol, Tomasz Cieplak, Damian Pliszczuk, Łukasz Skowron, Tomasz Rymarczyk
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
artificial intelligence
statistical learning
machine learning
decision-making based on data-driven models
data set quality
clustering
Online Access:https://www.mdpi.com/2076-3417/13/5/2942

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