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《Journal of Taiyuan Normal University(Natural Science Edition)》 2013-01
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The Comparison of Three Cross-Validation Estimator Methods of Generalization Error

Hu Junyan 1 Wang Yu 2 Li Jihong 2(1.School of Mathematical Sciences,Shanxi University,Taiyuan 030006;2.Computer Center of Shanxi University,Taiyuan 030006,China)  
The cross-validation is the most commonly method in the generalization error estimates.Based on the mean square error criterion,use biological information data to compare the generalization error estimates of five fold and ten fold cross-validation and blocked 3×2cross-validation.By experimental demostrated that the blocked 3×2cross-validation is better than five fold and ten fold cross-validation methods.
【CateGory Index】: O212.1
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 LI Ji-Hong1, WANG Rui-Bo1, WANG Wei-Lin2, LI Guo-Chen3 1(Computer Center, Shanxi University, Taiyuan 030006, China) 2(School of Mathematical Sciences, Shanxi University, Taiyuan 030006, China) 3(School of Computer and Information Technology, Shanxi University, Taiyuan 030006, China);Automatic Labeling of Semantic Roles on Chinese FrameNet[J];Journal of Software;2010-04
【Co-citations】
Chinese Journal Full-text Database 8 Hits
1 ZHANG Xiaoluan (Department of Computer Science,Baoji University of Arts and Sciences,Baoji 721016);Research and Implementation of QAS Based on SRL[J];Computer & Digital Engineering;2012-07
2 LI Jihong1,GAO Yahui2,WANG Ruibo1,LI Guochen3(1.Computer Center of Shanxi University,Taiyuan,Shanxi 030006,China;2.School of Mathematics Science,Shanxi University,Taiyuan,Shanxi 030006,China;3.Taiyuan Institute of Technology,Taiyuan,Shanxi 030008,China);Frame Disambiguation in Automatic Identification of Chinese Frame[J];Journal of Chinese Information Processing;2011-03
3 LIU Kaiying(School of Computer and Information Technology,Shanxi University,Taiyuan,Shanxi 030006,China);Research on Chinese FrameNet Construction and Application technologies[J];Journal of Chinese Information Processing;2011-06
4 WANG Zhiqiang1,LI Ru1,2,YIN Zhizhou3,LIU Haijing1,LI Shuanghong1(1.School of Computer & Information Technology,Shanxi University,Taiyuan,Shanxi 030006,China; 2.Key Laboratory of Ministry of Education for Computation Intelligence & Chinese Information Processing, Taiyuan,Shanxi 030006,China; 3.School of Information Technologies,University of Sydney,Australia);Automatic Labeling of Chinese Frame Semantic Roles Based on Dependency Features[J];Journal of Chinese Information Processing;2013-02
5 Li Ru 1 , 2 , Wang Zhiqiang 1 , Li Shuanghong 1 , Liang Jiye 2 , and Collin Baker 3 1 ( School of Computer &Information Technology , Shanxi University , Taiyuan030006 ) 2 ( Key Laboratory of Computation Intelligence & Chinese Information Processing ( Shanxi University ), Ministry of Education , Taiyuan030006 ) 3 ( International Computer Science Institute , Berkeley , California94704 );Chinese Sentence Similarity Computing Based on Frame Semantic Parsing[J];Journal of Computer Research and Development;2013-08
6 Jia Huichen1Jin Zhuxuan2Li Jihong3(1.School of Mathematical Sciences,Shanxi University,Taiyuan 030006; 2.School of Mathematical Sciences,Peking University,Beijing 100871; 3.Computer Center of Shanxi University,Taiyuan 030006,China);The Comparison of Three Cross-Validation Strategy for Logistic Model Identification[J];Journal of Taiyuan Normal University(Natural Science Edition);2012-01
7 Zhao Wenjuan1 Yan Hongmei2 Wang Weilin21 School of Information,Business College of Shanxi University,Taiyuan 0300312 Staff Department,Shanxi University,Taiyuan 030006;Semantic Role Labeling Algorithm Based on Chinese FrameNet[J];Library and Information Service;2011-06
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Chinese Journal Full-text Database 4 Hits
1 Yu Jiangde1,2 Fan Xiaozhong1 Pang Wenbo1 Yu Zhengtao3(1 School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China)(2 School of Computer and Information Engineering,Anyang Normal University,Anyang 455000,China)(3 School of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650051,China);Semantic role labeling based on conditional random fields[J];东南大学学报(英文版);2007-03
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