张学工.关于统计学习理论与支持向量机.自动化学报,2000,26(1):32-42.[2]Sugiyama M, Ogawa H. Subspace information criterion for model selection[J].Neural Computation.2001, 13(8):1863-[3]Stolke A. Bayesian learning of probabilistic language models.[Ph.D. Dissertation], University of California, Berkeley, 1994.[4]Hemant Ishwaran, Lancelot F, Jiayang Sun. Bayesian model selection in finite mixtures by marginal density decompositions[J].Journal of the American Statistical Association.2001, 96(456):1316-[5]Cherkassky V, Shao X, Mulier F M, Vapnik V N. Model complexity control for regression using VC generalization bounds[J].IEEE Trans. on Neural Networks.1999, 10(5):1075-[6]Barron A R, Cover T M. Minimum complexity density estimation[J].IEEE Trans. onInformation Theory.1991, 37(4):1034-[7]Yamanishi K. A decision-theoretic extension of stochastic complexity and its application to learning[J].IEEE Trans. on Information Theory.1998, 44(4):1424-[8]Wood S N. Modelling and smoothing parameter estimation with multiple quadratic penalties[J].J. Royel Statist. Soc. B.2000, 62(1):413-[9]Chapelle O, Vapnik V N, Bengio Y. Model selection for small-sample regression[J].Machine Learning Journal.2002, 48(1):9-[10]Hurvich C M, Tsai C L. Regression and time series model selection in small samples[J].Biometrika.1989, 76(13):297-[11]Bousquet O, Elisseeff A. Stability and generalization. Journal of Machine Learning Research 2, 2002:499 - 526.[12]Konishi S, Kitagawa G. Generalized information criterion in model selection[J].Biometrika.1996, 83(4):875-[13]Akaike H. A new look at the statistical model identification. IEEE Trans. on Automatic Control, 1974, AC-19(6): 716 - 723.[14]Hurvich C M, Tsai C L. Bias of the corrected AIC criterion for under-fitted regression and time series models. Biometrika, 1991,78(2): 499 - 509.[15]Murata N, Yoshizawa S, Amari S. Network information criterion-determining the number of hidden units for an artificial neural network model[J].IEEE Trans. on Neural Networks.1994,5(6):865-[16]Shibata R. Bootstrap estimate of Kullback-Leibler information for model selection. Statistica Sinica, 1997, 7(2): 375 - 394.
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