Integración de los algoritmos de minería de datos 1R, PRISM E ID3 A POSTGRESQL

In this research, data mining and decision tree techniques were analyzed as well as the induction of rules to integrate their many algorithms into the database managing system (DBMS), PostgreSQL, due to the defficiencies of the free use tools avaialable. A mechanism to optimize the performance of th...

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Veröffentlicht in:Revista de gestão da tecnologia e sistemas de informação 2013-08, Vol.10 (2), p.389-406
Hauptverfasser: Aranda, Yadira Robles, Sotolongo, Anthony R.
Format: Artikel
Sprache:eng ; spa
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Zusammenfassung:In this research, data mining and decision tree techniques were analyzed as well as the induction of rules to integrate their many algorithms into the database managing system (DBMS), PostgreSQL, due to the defficiencies of the free use tools avaialable. A mechanism to optimize the performance of the implemented algorithms was proposed with the purpose of taking advantage of the PostgreSQL. By means of an experiment, it was proven that the time response and results obtained are improved when the algorithms are integrated into the managing system.
ISSN:1807-1775
1807-1775
DOI:10.4301/S1807-17752013000200012