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http://hdl.handle.net/20.500.12128/8858| Tytuł: | Decision rules, trees and tests for tables with many-valued decisions : comparative study |
| Autor: | Azad, M. Zielosko, Beata Moshkov, M. Chikalov, I. |
| Słowa kluczowe: | decision table with many-valued decisions; decision rule; decision tree; test |
| Data wydania: | 2013 |
| Źródło: | Procedia Computer Science, Vol. 22, (2013), s. 87-94 |
| Abstrakt: | In this paper, we present three approaches for construction of decision rules for decision tables with many-valued decisions. We construct decision rules directly for rows of decision table, based on paths in decision tree, and based on attributes contained in a test (super-reduct). Experimental results for the data sets taken from UCI Machine Learning Repository, contain comparison of the maximum and the average length of rules for the mentioned approaches. |
| URI: | http://hdl.handle.net/20.500.12128/8858 |
| DOI: | 10.1016/j.procs.2013.09.084 |
| ISSN: | 1877-0509 |
| Pojawia się w kolekcji: | Artykuły (WNŚiT) |
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| Plik | Opis | Rozmiar | Format | |
|---|---|---|---|---|
| Azad_Decision_rules_trees_and_tests.pdf | 269,86 kB | Adobe PDF | Przejrzyj / Otwórz |
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