The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. This new edition features many topics not covered in the original one. It includes over 200 pages of four-color graphics.\nContent ? Overview of Supervised Learning ? Linear Methods for Regression ?
TheElementsofStatisticalLearning中文版 网址/Preface/2016-07-20-Preface-to-the-Second-Edition/index.html 原文 The Elements of Statistical Learning 翻译 szcf-weiya 时间 2016-07-20 更新 2018-02-14 状态 Done In God we trust, all others bring data. –William Edwards Deming (1900-1993) 第一版《...
一本统计书的的中文翻译: The Elements of Statistical Learning (ESL):https://github.com/szcf-weiya/ESL-CN 中文第一章:https://esl.hohoweiya.xyz/01-Introduction/1.1-Introduction/index.html 英文原版本(第2版,电子版)地址https://hastie.su.domains/ElemStatLearn/...
开始读《The Elements of Statistical Learning》,这是一本从统计视角写的书,《PRML》更偏向贝叶斯、概率图模型。 We are drowning in information and starving for knowledge. –Rutherford D. Roger 第一章:介绍 主要分为 supervised learning(包括regression和classification)和unsupervised learning(clustering等)。 一...
1. 统计学习基础 11)统计学习基础(Elements of Statistical Learning):书《The Elements of Statistical Learning: Data Mining, Inferenc…fhqdddddd.blog.163.com|基于45个网页 例句 释义: 全部,统计学习基础 更多例句筛选 1. The Elements of Statistical Learning: Data Mining, Inference, and Prediction 统计学...
The Elements of Statistical Learning 2024 pdf epub mobi 电子书 图书描述 During the past decade there has been an explosion in computation and information technology. With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge ...
2 监督学习综述(Overview of Supervised Learning) 统计决策理论(Statistical Decision Theory) 监督学习的数学理论是统计决策理论,对于统计决策理论的介绍也是本书区别于其他机器学习教材和课程的特色之一。只有理解了统计决策理论,才能把各种监督学习算法联系起来,并以此为基础创造出新的变化。 统计决策理论讨论的问题为:输...
一、《An Introduction to Statistical Learning》统计学导论学习统计学可以从这本书入手《 An Introduction to Statistical Learning》. 1、作者介绍 作者:加雷斯·詹姆斯(Gareth James)James是南加州大学马歇…
(0)踩踩(0) 所需:1积分 JGameEngineCore 2024-12-08 15:37:27 积分:1 Nearlink 2024-12-08 15:37:08 积分:1 sence 2024-12-08 15:36:27 积分:1 MarkDownNodeWebServer 2024-12-08 15:28:22 积分:1 springboot-demo 2024-12-08 15:27:21 ...
You can find thePDF of the book here. Thebook's official websitecontains links to datasets used in the book, instructor info, a link to a short course on the topics, and other complementary material. Give The Elements of Statistical Learning a try, and follow in the footsteps of so many...