Metrics and similarities in modeling dependencies between continuous and nominal data

Classification theory analytical paradigm investigates continuous data only. When we deal with a mix of continuous and nominal attributes in data records, difficulties emerge. Usually, the analytical paradigm treats nominal attributes as continuous ones via numerical coding of nominal values (often...

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Bibliographic Details
Main Authors: Michał Grabowski, Michał Korpusik
Format: Article
Language:English
Published: Warsaw School of Computer Science 2013-12-01
Series:Zeszyty Naukowe Warszawskiej Wyższej Szkoły Informatyki
Subjects:
Online Access:http://zeszyty-naukowe.wwsi.edu.pl/zeszyty/zeszyt10/Metrics_and_similarities_in_modeling_dependencies_between_continuous_and_nominal_data.pdf