Vapnik V (2000) The Nature of Statistical Learning Theory, 2nd edn. Springer-Verlag, Inc., New York MATHVAPNIK, V.N., 2000, The Nature of Statistical Learning Theory (New York: Springer).V. Vapnik. The Nature of Statistical Learning Theory, New York, Springer-Verlag, 2000....
The Nature of Statistical Learning Theory In the history of research of the learning problem one can extract four periods that can be characterized by four bright events: (i) Constructing the first... VN Vapnik - Springer, 被引量: 7.2万发表: 1995年 An overview of statistical learning theory...
内容提示: Vladimir N. Vapnik The Nature of Statistical Learning Theory Second Edition With 50 IlIustrations Springer 文档格式:PDF | 页数:110 | 浏览次数:100 | 上传日期:2019-03-16 15:11:44 | 文档星级: Vladimir N. Vapnik The Nature of Statistical Learning Theory Second Edition With 50 IlI...
The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the...
内容提示: http://cscs.umich.edu/~crshalizi/reviews/vapnik-nature/ The Nature of Statistical Learning Theory The Nature of Statistical Learning Theory by V. N. Vapnik Berlin: Springer-Verlag, 1995 A Useful Biased Estimator Vapnik is one of the Big Names in machine learning and statistical ...
针对小样本情况研究统计学习规律的理论。需超星阅读器阅读。点赞(0) 踩踩(0) 反馈 所需:1 积分 电信网络下载 华为商城自动登录脚本,解决手动登录账号的麻烦 2025-01-11 19:36:50 积分:1 College notes 2025-01-11 19:36:45 积分:1 misp 2025-01-11 19:36:17 积分:1 ...
http://cscs.umich.edu/~crshalizi/reviews/vapnik-nature/TheNatureofStatisticalLearningTheoryTheNatureofStatisticalLearningTheorybyV.N.VapnikBerlin:Springer-Verlag,1995AUsefulBiasedEstimatorVapnikisoneoftheBigNamesinmachinelearningandstatisticalinference;thisishisstatementof``whatisimportant,’’howtodoit,andwhofig...
Information Science and Statistics(共23册),这套丛书还有 《Probabilistic Conditional Independence Structures》《Bayesian Networks and Influence Diagrams》《Information and Complexity in Statistical Modeling》《Feedforward Neural Network Methodology》《The Practice of Time Series Analysis》等。 喜欢读"The Natur...
Information Science and Statistics(共23册),这套丛书还有 《Support Vector Machines》《Feedforward Neural Network Methodology》《The Cross-Entropy Method》《Bayesian Networks and Decision Graphs》《Estimation of Dependences Based on Empirical Data》等。 喜欢读"The Nature of Statistical Learning Theory"的...
Book review: the nature of statistical learning theory.Technometrics Vol.38(1996),p.400-406V. N. Vapnik.Book Review: The Nature of Statistical Learning Theory. Technometrics . 1996V. N. Vap...