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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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