20241103更新

000.Rproj

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+Version: 1.0
+
+RestoreWorkspace: Default
+SaveWorkspace: Default
+AlwaysSaveHistory: Default
+
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+
+RnwWeave: Sweave
+LaTeX: XeLaTeX

_language.yml

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+toc-title-document: "目录"
+toc-title-website: "该页面内容"
+
+related-formats-title: "其他格式"
+related-notebooks-title: "笔记本"
+source-notebooks-prefix: "资源"
+other-links-title: "其他链接"
+code-links-title: "代码链接"
+launch-dev-container-title: "启动 Dev Container"
+launch-binder-title: "启动 Binder"
+
+article-notebook-label: "文章笔记本"
+notebook-preview-download: "下载笔记本"
+notebook-preview-download-src: "下载源代码"
+notebook-preview-back: "返回文章"
+manuscript-meca-bundle: "MECA存档"
+
+section-title-abstract: "摘要"
+section-title-appendices: "附录"
+section-title-footnotes: "脚注"
+section-title-references: "参考"
+section-title-reuse: "重用"
+section-title-copyright: "版权"
+section-title-citation: "引文"
+
+appendix-attribution-bibtex: "BibTeX"
+appendix-attribution-cite-as: "请引用这项工作："
+
+title-block-author-single: "作者"
+title-block-author-plural: "作者"
+title-block-affiliation-single: "联系"
+title-block-affiliation-plural: "隶属关系"
+title-block-published: "发布日期"
+title-block-modified: "修改的"
+title-block-keywords: "关键词"
+
+callout-tip-title: "提示"
+callout-note-title: "注释"
+callout-warning-title: "警告"
+callout-important-title: "重要"
+callout-caution-title: "注意"
+
+code-summary: "代码"
+
+code-line: "行"
+code-lines: "行"
+
+code-tools-menu-caption: "代码"
+code-tools-show-all-code: "显示所有代码"
+code-tools-hide-all-code: "隐藏所有代码"
+code-tools-view-source: "查看源代码"
+code-tools-source-code: "源代码"
+
+copy-button-tooltip: "复制到剪贴板"
+copy-button-tooltip-success: "已复制"
+
+repo-action-links-edit: "编辑该页面"
+repo-action-links-source: "查看代码"
+repo-action-links-issue: "报告问题"
+
+back-to-top: "回到顶部"
+
+search-no-results-text: "没有结果"
+search-matching-documents-text: "匹配的文档"
+search-copy-link-title: "复制搜索链接"
+search-hide-matches-text: "隐藏其它匹配结果"
+search-more-match-text: "更多匹配结果"
+search-more-matches-text: "更多匹配结果"
+search-clear-button-title: "清除"
+search-detached-cancel-button-title: "取消"
+search-submit-button-title: "提交"
+search-label: "搜索"
+
+toggle-section: "切換部分"
+toggle-sidebar: "切换侧边栏导航"
+toggle-dark-mode: "切换深色模式"
+toggle-reader-mode: "切换阅读器模式"
+toggle-navigation: "切换导航"
+
+crossref-fig-title: "图"
+crossref-tbl-title: "表格"
+crossref-lst-title: "列表"
+crossref-thm-title: "定理"
+crossref-lem-title: "引理"
+crossref-cor-title: "推论"
+crossref-prp-title: "命题"
+crossref-cnj-title: "猜想"
+crossref-def-title: "定义"
+crossref-exm-title: "例子"
+crossref-exr-title: "练习"
+crossref-ch-prefix: "章节"
+crossref-apx-prefix: "附录"
+crossref-sec-prefix: "章节"
+crossref-eq-prefix: "方程式"
+crossref-lof-title: "插图目录"
+crossref-lot-title: "列表目录"
+crossref-lol-title: "列表目录"
+
+environment-proof-title: "论证"
+environment-remark-title: "评语"
+environment-solution-title: "答案"
+
+listing-page-order-by: "排序方式"
+listing-page-order-by-default: "缺省"
+listing-page-order-by-date-asc: "日期升序"
+listing-page-order-by-date-desc: "日期降序"
+listing-page-order-by-number-desc: "降序"
+listing-page-order-by-number-asc: "升序"
+listing-page-field-date: "日期"
+listing-page-field-title: "标题"
+listing-page-field-description: "描述"
+listing-page-field-author: "作者"
+listing-page-field-filename: "文件名"
+listing-page-field-filemodified: "修改时间"
+listing-page-field-subtitle: "副标题"
+listing-page-field-readingtime: "阅读时间"
+listing-page-field-categories: "类别"
+listing-page-minutes-compact: "{0} 分钟"
+listing-page-category-all: "全部"
+listing-page-no-matches: "无匹配项"
+listing-page-field-wordcount: "单词统计"
+listing-page-words: "{0}个单词"

_quarto.yml

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+project:
+  type: book
+  output-dir: _book
+
+knitr: 
+  opts_chunk: 
+    collapse: true
+    message: false
+    warning: false
+
+book:
+  title: "R语言实战机器学习"
+  author: "阿越就是我"
+  date: last-modified
+  date-format: iso
+
+  page-footer:
+    left: |
+      R语言实战机器学习 was written by 阿越.
+    right: |
+      本书由 <a href="https://quarto.org/">Quarto</a> 强力驱动.
+  #cover-image: cover.png
+  #favicon: cover.png
+  site-url: https://ayueme.github.io/R_machine_learning/
+  repo-url: https://github.com/ayueme/R_machine_learning
+  repo-branch: main
+  repo-actions: [edit, issue]
+
+  chapters: 
+    - index.qmd
+
+    - part: "基础知识"
+      chapters: 
+        - 机器学习简介.qmd
+        - 数据预处理.qmd
+        - 数据划分.qmd
+        - 模型评价.qmd
+        - 超参数调优简介.qmd
+        - 变量选择.qmd
+
+    - part: "代码实战"
+      chapters: 
+        - 数据准备.qmd
+        - 聚类分析.qmd
+        - 主成分分析.qmd
+        - 主成分分析可视化.qmd
+        - 多元线性回归.qmd
+        - 逻辑回归.qmd
+        - glmnet.qmd
+        - KNN.qmd
+        - 支持向量机.qmd
+        - 支持向量机核函数比较.qmd
+        - 决策树.qmd
+        - 决策树可视化.qmd
+        - 集成算法类型.qmd
+        - 随机森林.qmd
+        - gbm.qmd
+        - xgboost.qmd
+        - lightGBM.qmd
+        - catboost.qmd
+
+  appendices: 
+    - 9999-appendix.qmd
+
+format:
+  html:
+    theme: cosmo
+    code-copy: true
+  pdf:
+    documentclass: scrbook
+    toc: true
+    toc-depth: 2
+    toc-title: 目录
+    number-sections: true
+    number-depth: 3
+    linkcolor: highlight
+    colorlinks: true
+    highlight-style: github
+    code-block-bg: light
+    code-block-border-left: false
+    fontsize: 12pt
+    mainfont: "SimSun"
+    monofont: "Noto Sans SC"
+    sansfont: "Noto Sans SC"
+    indent: TRUE
+    #设置4个边距
+    geometry:
+      - top=2.5cm
+      - bottom=2.5cm
+      - left=2.0cm
+      - right=2.0cm
+      - heightrounded
+      - ignorehead
+      - ignorefoot
+    include-in-header: preamble.tex
+
+
+

preamble.tex

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+\usepackage[heading=true, fontset=fandol, UTF8]{ctex}
+\usepackage[scale=0.85]{sourcecodepro}
+%\usepackage{booktabs} % 控制三线表
+\RecustomVerbatimEnvironment{Highlighting}{Verbatim}{commandchars=\\\{\},formatcom=\xeCJKVerbAddon}
+%\usepackage{bookmark}
+%\bookmarksetup{open,numbered,
+%depth=2, %设置PDF的书签级别,2显示到subsection,3显示到subsubsection
+%addtohook={%
+%\ifnum\bookmarkget{level}=0 % chapter
+%\bookmarksetup{bold}%PDF标签的主标题加粗
+%\fi
+%\ifnum\bookmarkget{level}=-1 % part
+%\bookmarksetup{color=orange,bold}%PDF标签标题颜色
+%\fi
+%}
+%}
+
+%控制行距
+\usepackage{setspace}
+%\onehalfspacing
+\linespread{1.25}
+\setlength{\intextsep}{0.5em} % 浮动对象（如图片、表格）和文字之间的间距设置为0.5em
+\setlength{\textfloatsep}{0.5em} % 浮动对象和文本之间的间距设置为0.5em
+
+
+\usepackage{xcolor}
+\definecolor{light}{HTML}{F6F6F6}
+\definecolor{highlight}{HTML}{0074CC}
+\definecolor{dark}{HTML}{330033}