Efektywność metody k-średnich w zależności od separowalności grup
Cluster separability and the effectiveness of k-means method
Author(s): Andrzej Sokołowski, Magdalena CzajaSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: cluster analysis; k-means; effectiveness
Summary/Abstract: Selected results of simulation analysis on k-means method effectiveness is pre-sented in the paper. The effectiveness is measured by the percentage of correctly identified observations. The effectiveness has been studied depending on group separability, wrongly identified number of clusters and the presence of outliers. The analytical function describing the effectiveness has been found and estimated.
Journal: Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu
- Issue Year: 2014
- Issue No: 327
- Page Range: 23-29
- Page Count: 7
- Language: Polish