Effects of the distribution of the values of condition attribute on the quality of decision rules
| Autor: | Ivana Berkovic, Vladimir Brtka, Eleonora Brtka, Visnja Ognjenovic |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Discretization
Computer science media_common.quotation_subject 020207 software engineering 02 engineering and technology Decision rule computer.software_genre Set (abstract data type) Consistency (database systems) Statistical classification Histogram 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Quality (business) Rough set Data mining computer media_common |
| Zdroj: | MIPRO |
| Popis: | The table-organized data can be analyzed by various algorithms; some of them are capable of generating IF THEN decision rules which comprises of condition attributes and decision attributes. However, it is possible to reduce the set of condition attributes but without information loss. By analysis of the condition attributes set and cuts histogram obtained by discretization and rule consistency, it is possible to choose condition attributes. This paper gives some directions and the practical example. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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