A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书


A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability)

简体网页||繁体网页

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书 著者简介


A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 电子书 图书目录




点击这里下载
    


想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

发表于2024-11-25

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书



喜欢 A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 电子书 的读者还喜欢


A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 电子书 读后感

评分

评分

评分

评分

评分

类似图书 点击查看全场最低价
出版者:Springer
作者:Luc Devroye
出品人:
页数:651
译者:
出版时间:1996-04-04
价格:USD 109.00
装帧:Hardcover
isbn号码:9780387946184
丛书系列:

图书标签: 机器学习  模式识别  pattern_recognition  Statistics  概率论与统计学  统计学习  统计  计算机技术   


A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书 图书描述

A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will benefit from this wide-ranging and up-to-date account of a fast- moving field.

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 用户评价

评分

这本书可以cite到很多folklore,基础理论值得反复重读。minimax部分非常系统。

评分

从nonparametric statistics的角度研究机器学习算法,主要关注点是算法的consistency(是否能渐进逼近Bayes error),主要使用的工具是几个中心不等式(尤其是Vapnik-Chervonenkis不等式),分析的算法包括最近邻、histogram、决策树等。书中有不少脑洞很大的证明,刚开始看还是挺吃力的。习题都很难,还没有答案。唯一的缺憾是太老了,毕竟是二十年前出版的。

评分

从nonparametric statistics的角度研究机器学习算法,主要关注点是算法的consistency(是否能渐进逼近Bayes error),主要使用的工具是几个中心不等式(尤其是Vapnik-Chervonenkis不等式),分析的算法包括最近邻、histogram、决策树等。书中有不少脑洞很大的证明,刚开始看还是挺吃力的。习题都很难,还没有答案。唯一的缺憾是太老了,毕竟是二十年前出版的。

评分

holy bible

评分

Another rigorous textbook on learning theory. Focus on the nonparametric methods. Highly recommended!

A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) 2024 pdf epub mobi 电子书


分享链接









相关图书




本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度google,bing,sogou

友情链接

© 2024 onlinetoolsland.com All Rights Reserved. 本本书屋 版权所有