Title :
Numerical Continuous-Valued Attributes Semanteme in Decision Tree
Author :
Shi, Nianyun ; Chu, Xi ; Zhou, Xiaotian
Author_Institution :
Coll. of Comput. & Commun. Eng., China Univ. of Pet. (East China), Dongying
Abstract :
In the existing decision tree mining systems, the sample data sets that the decision tree can manage do not include semanteme information, especially for the numerical continuous-valued attributes. In this paper, the necessity and feasibility of researching on numerical continuous-valued attributes semanteme is indicated, and furthermore, a new method for numerical continuous-valued attributes semanteme is proposed. With examples, the method is validated at last.
Keywords :
data mining; decision trees; continuous-valued attributes; decision tree; decision tree mining systems; numerical continuous-valued attributes semanteme; Conference management; Data engineering; Data mining; Decision trees; Educational institutions; Engineering management; Humidity; Meteorology; Technology management; Temperature; Data mining; Decision Tree; Numerical Continuous-valued Attributes; Semanteme;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.39
