请选择 进入手机版 | 继续访问电脑版

EDABOSS电子论坛

 找回密码
 立即注册
搜索
热搜: 活动 交友 discuz
查看: 576|回复: 0

[资源共享] 《机器学习十大算法》 PDF书籍分享 英文版

[复制链接]

9

主题

0

回帖

51

E币

技术员

Rank: 2

积分
18
发表于 2019-10-16 13:13:50 | 显示全部楼层 |阅读模式
Contents
1.1 Introduction ..............................................................1
1.2 Algorithm Description ....................................................3
1.3 C4.5 Features .............................................................7
1.3.1 Tree Pruning ......................................................7
1.3.2 Improved Use of Continuous Attributes ............................8
1.3.3 Handling Missing Values ..........................................9
1.3.4 Inducing Rulesets ................................................ 10
1.4 Discussion on Available Software Implementations ...................... 10
1.5 Two Illustrative Examples ............................................... 11
1.5.1 Golf Dataset ..................................................... 11
1.5.2 Soybean Dataset ................................................. 12
1.6 Advanced Topics ........................................................ 13
1.6.1 Mining from Secondary Storage .................................. 13
1.6.2 Oblique Decision Trees .......................................... 13
1.6.3 Feature Selection ................................................ 13
1.6.4 Ensemble Methods .............................................. 14
1.6.5 Classification Rules .............................................. 14
1.6.6 Redescriptions ................................................... 15
1.7 Exercises ............................................................... 15
References ................................................................... 17  

《机器学习十大算法》.pdf

4.94 MB, 下载次数: 1, 下载积分: E币 -5 元

积分规则
回复

使用道具 举报

您需要登录后才可以回帖 登录 | 立即注册

本版积分规则

Archiver|手机版|小黑屋|EDABOSS电子论坛

GMT+8, 2024-4-21 07:55 , Processed in 0.042014 second(s), 23 queries .

Powered by Discuz! X3.4

© 2001-2023 Discuz! Team.

快速回复 返回顶部 返回列表