Title :
The comprehensive evaluation model of the algorithm for the association rules based on AHP
Author :
Li Zhigang ; Haizhen, Hou ; Yan, Gu ; Wei, Zhao
Author_Institution :
Coll. of Comput. & Autom. Control, Hebei Polytech. Univ., Tangshan, China
Abstract :
The algorithm for the association rules of data mining is updating and reforming, and more and more algorithms are present now. Most of the algorithm evaluations make advances only from some aspect, which makes the users select difficultly. In this study, we apply the AHP (Analytic Hierarchy Process) to the comprehensive evaluation of algorithm, by which the subjective and objective evaluations could be combined to comprehensively evaluate the algorithm and help the users find out the most suitable algorithm.
Keywords :
data mining; set theory; AHP; analytic hierarchy process; association rules; comprehensive evaluation model; data mining; Association rules; Computational intelligence; Data analysis; Data mining; Educational institutions; Electrical equipment industry; Fuzzy control; Industrial control; Mining industry; Transaction databases; AHP; association rules; interesting;
Conference_Titel :
Computational Intelligence and Industrial Applications, 2009. PACIIA 2009. Asia-Pacific Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4606-3
DOI :
10.1109/PACIIA.2009.5406406