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周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine-learning-learning-notes's Introduction

本文为周志华《机器学习》的学习笔记，记录了本人在学习这本书的过程中的理解思路以及一些有助于消化书内容的拓展知识，笔记中参考了许多网上的大牛经典博客以及李航《统计学习》的内容，向前辈们和知识致敬！

啃西瓜学习交流QQ群: 531701485，遇到疑问可以随时在上面提问，并会不定期分享优质的机器/深度学习资料，欢迎各位机器学习爱好者的入群讨论学习!

作者目前在腾讯微信事业群从事大数据、机器学习、推荐系统工作，团队会定期输出：机器学习在实际业务领域的技术总结，欢迎大家关注学习，共同进步！

520203xuxia hanbert lgdkobe24 xiaoguojia web199195 0x01111 tallen0305 muncy zhuzhenping gebilaocao xiaohongxiao mangowork xjliu1204 superwangc radar-lei anlan-chan songxianjin sexypiggy 20032410 aobo-xd sillyjims onexuan aheadlcx fanfanruyun kevinyzy1 myfirstrandomtest zhiweizhong jifenghi shawnzhuang dadadabinbin psyche11 wangxiqiu linranran liukuan73 caesar-yabo ceciet jsw-zorro finesure2017 yufanxin lhb2017 buyunhui deel-learn gibzhang livetodeath0451 galaxy-yyyyy wangbq18 helloheshee kenhehuang rsf45355382 yuduxing charlotteliu xuliwei950318 soulspirit1229 xuliuswust lubocsu lining200 asterwang ezraxe qiezhi55 ethanyeoh fudp ageliver ellenyige hemingliu tangguihua iabtey kevin1996cn learnerfate lixinlu2000 jensonlin yesxiaoyu lea129 ma2331550908 zeyuxiao1997 cxp1213 aiandbigdata wangnemo egodby chinaboyli123 stephanie777 brandon601443243 chemshi danzhewuju thlo7777 tlwzzy zhewei-forks easonic squirrelmaster meteor-lethe dreamonzhu wangye8899 leelaylay wanghaochen123137 super-shen landmars xcresearch reraaan gym0569 ozloop wrokag

是不是图床没弄好

## 1.xxx，不是##1.xxx

“显然a和b代表着聚类结果好坏的正能量，b和c则表示参考结果和聚类结果相矛盾”中的 b应该是d

在2.5.3 ROC与AUC中，绘制ROC曲线时，ROC曲线的纵坐标应该是TPR，横坐标是FPR

好像图床又无效了

_{Sent from PPHub}

#9、集成学习
应该为# 9

初次接触时，FN与FP很难正确的理解....False->Negtive，即将错的预测为错的。

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