DocumentCode
2726373
Title
Application of Improved SPRINT Algorithm in the Graduation Design Process Management System
Author
Wu, Yan-wen ; Li, Li ; Zhao, Sheng-Yi ; Ai, Xue-Yi
fYear
2007
fDate
2-3 Dec. 2007
Firstpage
252
Lastpage
255
Abstract
Regarding big data set, the efficiency is low when the numeric-attributes with a lot of values. This article which applied SPRINT algorithm bases on "the pure intervals" in the graduation design process management system .The algorithm excludes the candidate splitter points in "the pure intervals" at first, then computes gini indexes remained, finally compares with the gini indexes to obtain the best splitter point. It reduced the number of candidate splitter points, enhanced the operating efficiency of the algorithm .And have already obtained the confirmation in the experiment; the results of this algorithm are effective.
Keywords
Algorithm design and analysis; Classification tree analysis; Data analysis; Data mining; Data structures; Decision trees; Information technology; Parallel processing; Process design; Technology management;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Technology Application, Workshop on
Conference_Location
Zhang Jiajie
Print_ISBN
978-0-7695-3063-5
Type
conf
DOI
10.1109/IITA.2007.86
Filename
4427011
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