Title :
Data Mining and Metrics on Data Sets
Author :
Biebler, Karl-Ernst ; Wodny, Michael ; Jager, Bernd
Author_Institution :
Inst. of Biometry & Med. Informatics, Ernst-Moritz-Arndt-Univ., Greifswald
Abstract :
One needs suitable metrics for topologically based methods of the data analysis. Examples of distances and metrics are given. A general method for the generation of metrics is developed. Its usefulness is demonstrated in support of classification methods for mixed type data
Keywords :
data analysis; data mining; pattern classification; data analysis; data classification method; data mining; data set metrics; Automation; Biomedical informatics; Computational intelligence; Computational modeling; Covariance matrix; Data analysis; Data mining; Euclidean distance; Random variables; Statistical analysis;
Conference_Titel :
Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-7695-2504-0
DOI :
10.1109/CIMCA.2005.1631335
