VC维无限的函数族: 证明:将给定的点进行+-+-划分,如果有连续++或--的点在中间添加一个新点,保证一正一负,寻求一个sin函数的零点刚好过以上所有点时,给定一个微小增量t’,sin((t’)x)可满足条件。寻找方法是求出所有相邻点的距离,进行分子有理化,提公分母,求出所有分子最大公约数,乘以公分母即为所有点的...
Introduction to statistical theory. Houghton Mifflin, Boston, Massachusetts, USA.Hoel P, Port S, and Stone C. Introduction to Statistical Theory. Boston, MA: Houghton Mifflin Company, 1971.Hoel PH, Port SC, Stone CJ: In Introduction to Statistical Theory. Volume 2. Boston: Houghton Mifflin; ...
摘要:统计学习理论的目标,是在统计框架下学习学习算法的性质。特别地,大多数学习结果,以所谓的错误边界的形式给出。本导引介绍获得这些结果的技术。 原文页面:https://s3-us-west-2.amazonaws.com/mlsurveys/118.pdf
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A data-orientated, active learning, post-calculus introduction to statistical concepts, methods and theory. To appear in The past decade has seen the development of a reform movement in statistics education, emphasizing features such as statistical thinking, active learning, ... A Rossman 被引量:...
This IEEE Classic Reissue provides at an advanced level, a uniquely fundamental exposition of the applications of Statistical Communication Theory to a vast spectrum of important physical problems. Included are general analysis of signal detection, estimation, measurement, and related topics involving infor...
Integrable BCS superconductors; Part V. Sine-Gordon Model: 22. Classical sine-Gordon theory; 23. Conformal quantization; 24. Lagrangian quantization; 25. Bootstrap quantization; 26. UV-IR relation; 27. Exact finite volume description from XXZ; 28. Two-dimensional Coulomb gas; Appendix A. Spin...
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Part of the book series:Springer Texts in Statistics(STS, volume 103) Accesses Altmetric About this book An Introduction to Statistical Learningprovides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have eme...