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
Link To Document :
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