Evaluation of College Scientific Research Capacity of Based on Support Vector Machine

dc.creator	Hong Duan
dc.creator	Wei Zhao
dc.creator	Fangming Zhang
dc.creator	Qun Tang
dc.creator	Gaige Wang
dc.date	2012-09-01T00:00:00Z
dc.date.accessioned	2015-08-12T11:18:28Z
dc.date.available	2015-08-12T11:18:28Z
dc.identifier	2168-2453
dc.identifier	2168-247X
dc.identifier	https://doaj.org/article/9c0fba4ef18c4fbbae58686aa1858e37
dc.identifier.uri	http://evidence.thinkportal.org/handle/123456789/26929
dc.description	College scientific research capacity is the core capability for the college, and it has many factors affecting college research capacity. Selecting 11 typical indicators, an evaluation model of college scientific research capacity and algorithm based on support vector machine is introduced. Firstly, support vector machine is introduced in brief; secondly, a new evaluation model based on support vector machine is established; at last, an algorithm for evaluation model based on the support vector machine is proposed. On this basis, the support vector machine algorithm for evaluation model is realized with MATLAB. 25 raw data areculled for the simulation experiments, in which 20 is considered as a training set, and other 15 as the testing set. Simulation results show that the rateof correct classification for the algorithm is 100%, so the algorithm achieves the desired goal.
dc.language	Chinese
dc.publisher	Ivy Publisher
dc.relation	http://www.erfrontier.org/papersub/Global/DownloadService.aspx?PARAMS=SUReODM4Ng_0_0
dc.relation	https://doaj.org/toc/2168-2453
dc.relation	https://doaj.org/toc/2168-247X
dc.source	Education Research Frontier , Vol 2, Iss 3, Pp 93-99 (2012)
dc.subject	Evaluation of College Scientific Research Capacity
dc.subject	Model
dc.subject	Support Vector Machine
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	DOAJ:Education
dc.subject	DOAJ:Social Sciences
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	DOAJ:Education
dc.subject	DOAJ:Social Sciences
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.title	Evaluation of College Scientific Research Capacity of Based on Support Vector Machine
dc.type	article