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Research and Application on Decision Tree in Data Mining

Author: XiaZuo
Tutor: LiZhanShan
School: Jilin University
Course: Software Engineering
Keywords: Data Mining Classification Decision Tree ID3
CLC: TP311.13
Type: Master's thesis
Year: 2008
Downloads: 507
Quote: 4
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Abstract


This thesis is based on the actual project for Disease Control and Prevention , and the children's immune system \values ??of bias and error in practical applications , the improved algorithm in practical applications , the theory is applied to the actual project system , in layman's language and interpretation algorithms , and on the development of decision support systems . Decision support module , an intelligent sub- module of the system . From the perspective of the development of the software development technology , with the rise of Internet technology , the system architecture of the application software by C / S ( client / server ) structure to the B / S ( browser Peng Gen Service ) structural transition , the the system is based on B / S architecture , J2EE technology , the use of business intelligence technology , portable vaccination machine technology , successfully resolved the data decentralization , offsite vaccination synchronization problem should be kind of difficult to statistics , children mobile card management , rural vaccination problem , \This paper not only in theory, several common decision tree classification algorithm are discussed and comparative analysis , and its application to actual projects , the design and development of the system and its application value tree classification algorithm , has opened a new application areas. Decision support sub-module is still in the development of the pilot phase , and also need to further improve the application , to improve the practical value of the system .

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
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