Title :
Analysis of Local-LDtree classifier based on K-nearest Neighbor algorithm
Author :
Li, Heng ; Yang, Long
Author_Institution :
Shijiazhuang Inf. Eng. Vocational Coll., Shijiazhuang, China
Abstract :
On the basis of realization of Local-LDtree classifier in Weka environment, having analyzed K-nearest Neighbor algorithm and Lazy DT model, put forward Local-LDtree classifier algorithm and compared the classifiers´ precision among Local-LDtree, J48, Lazy Dtree and Naive Bayesian.
Keywords :
Bayes methods; pattern classification; trees (mathematics); K-nearest neighbor algorithm; Local-LDtree; Naive Bayesian; Weka environment; lazy DT model; local LDtree classifier analysis; Decision support systems; Mercury (metals); Classification algorithm; Classifier; K nearest neighbor algorithm; Lazy DT; Local-Ldtree;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
DOI :
10.1109/CECNet.2012.6201792
