├── .gitignore ├── 000.Rproj ├── LICENSE ├── README.md ├── _language.yml ├── _quarto.yml ├── datasets ├── dca.r ├── hotels_df.rdata ├── pimadiabetes.rdata ├── tune_res.rdata ├── 例16-02.sav ├── 例16-03.sav ├── 例16-04.csv └── 例16-05.csv ├── docs ├── 9999-appendix.html ├── KNN.html ├── KNN_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── catboost.html ├── catboost_files │ ├── figure-html │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ └── unnamed-chunk-22-1.png │ └── figure-pdf │ │ ├── unnamed-chunk-13-1.pdf │ │ ├── unnamed-chunk-17-1.pdf │ │ ├── unnamed-chunk-18-1.pdf │ │ ├── unnamed-chunk-19-1.pdf │ │ ├── unnamed-chunk-20-1.pdf │ │ └── unnamed-chunk-22-1.pdf ├── figs │ ├── 46346465dfgdfgd.jpg │ ├── 6325461.png │ ├── PixPin_2024-04-22_15-54-53.png │ ├── PixPin_2024-04-22_16-05-22.png │ ├── PixPin_2024-04-26_20-06-48.png │ ├── PixPin_2024-04-27_13-20-37.png │ ├── PixPin_2024-04-27_19-11-28.png │ ├── PixPin_2024-04-27_19-52-48.png │ ├── PixPin_2024-04-27_20-19-25.png │ ├── PixPin_2024-04-28_10-41-44.png │ ├── PixPin_2024-04-28_12-44-41.png │ ├── PixPin_2024-04-28_12-56-47.png │ ├── PixPin_2024-04-30_20-18-13.png │ ├── PixPin_2024-04-30_20-19-09.png │ ├── PixPin_2024-05-05_19-41-50.png │ ├── Snipaste_2023-04-01_14-12-58.png │ ├── Snipaste_2023-04-05_16-05-01.png │ ├── Snipaste_2023-04-05_16-07-01.png │ ├── Snipaste_2023-06-12_15-40-00.png │ └── 模型复杂度和泛化误差.png ├── gbm.html ├── gbm_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── glmnet.html ├── glmnet_files │ └── figure-html │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-29-1.png │ │ ├── unnamed-chunk-31-1.png │ │ ├── unnamed-chunk-45-1.png │ │ ├── unnamed-chunk-47-1.png │ │ ├── unnamed-chunk-49-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-50-1.png │ │ ├── unnamed-chunk-6-1.png │ │ └── unnamed-chunk-7-1.png ├── index.html ├── lightGBM.html ├── robots.txt ├── search.json ├── site_libs │ ├── DiagrammeR-styles-0.2 │ │ └── styles.css │ ├── bootstrap │ │ ├── bootstrap-icons.css │ │ ├── bootstrap-icons.woff │ │ ├── bootstrap.min.css │ │ └── bootstrap.min.js │ ├── clipboard │ │ └── clipboard.min.js │ ├── grViz-binding-1.0.10 │ │ └── grViz.js │ ├── htmlwidgets-1.6.4 │ │ └── htmlwidgets.js │ ├── quarto-html │ │ ├── anchor.min.js │ │ ├── popper.min.js │ │ ├── quarto-syntax-highlighting.css │ │ ├── quarto.js │ │ ├── tippy.css │ │ └── tippy.umd.min.js │ ├── quarto-nav │ │ ├── headroom.min.js │ │ └── quarto-nav.js │ ├── quarto-search │ │ ├── autocomplete.umd.js │ │ ├── fuse.min.js │ │ └── quarto-search.js │ └── viz-1.8.2 │ │ └── viz.js ├── sitemap.xml ├── xgboost.html ├── 主成分分析.html ├── 主成分分析_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ └── unnamed-chunk-9-1.png ├── 主成分分析可视化.html ├── 主成分分析可视化_files │ └── figure-html │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-22-1.png │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-26-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-31-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── 决策树.html ├── 决策树_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-5-1.png │ │ └── unnamed-chunk-6-1.png ├── 决策树可视化.html ├── 决策树可视化_files │ └── figure-html │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-4-1.png │ │ └── unnamed-chunk-5-1.png ├── 变量选择.html ├── 多元线性回归.html ├── 多元线性回归_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ └── unnamed-chunk-9-1.png ├── 支持向量机.html ├── 支持向量机_files │ └── figure-html │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-8-1.png │ │ ├── unnamed-chunk-8-2.png │ │ ├── unnamed-chunk-8-3.png │ │ └── unnamed-chunk-8-4.png ├── 支持向量机核函数比较.html ├── 支持向量机核函数比较_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ └── unnamed-chunk-12-1.png ├── 数据准备.html ├── 数据准备_files │ └── figure-html │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-4-1.png │ │ └── unnamed-chunk-5-1.png ├── 数据划分.html ├── 数据预处理.html ├── 数据预处理_files │ ├── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-6-1.png │ │ └── unnamed-chunk-9-1.png │ └── figure-pdf │ │ ├── unnamed-chunk-10-1.pdf │ │ ├── unnamed-chunk-11-1.pdf │ │ ├── unnamed-chunk-15-1.pdf │ │ ├── unnamed-chunk-6-1.pdf │ │ └── unnamed-chunk-9-1.pdf ├── 机器学习简介.html ├── 模型评价.html ├── 聚类分析.html ├── 聚类分析_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-16-2.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-5-2.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── 超参数调优简介.html ├── 逻辑回归.html ├── 随机森林.html ├── 随机森林_files │ └── figure-html │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png └── 集成算法类型.html ├── figs ├── 46346465dfgdfgd.jpg ├── 6325461.png ├── PixPin_2024-04-22_15-54-53.png ├── PixPin_2024-04-22_16-05-22.png ├── PixPin_2024-04-22_16-12-43.png ├── PixPin_2024-04-26_19-58-41.png ├── PixPin_2024-04-26_20-06-48.png ├── PixPin_2024-04-27_19-11-28.png ├── PixPin_2024-04-27_19-52-48.png ├── PixPin_2024-04-27_20-19-25.png ├── PixPin_2024-04-27_20-20-23.png ├── PixPin_2024-04-28_10-41-44.png ├── PixPin_2024-04-28_12-44-41.png ├── PixPin_2024-04-28_12-56-47.png ├── PixPin_2024-04-30_20-18-13.png ├── PixPin_2024-04-30_20-19-09.png ├── PixPin_2024-05-05_19-41-50.png ├── PixPin_2024-05-17_15-53-34.png ├── Snipaste_2023-04-01_14-12-58.png ├── Snipaste_2023-04-05_16-05-01.png ├── Snipaste_2023-04-05_16-07-01.png ├── Snipaste_2023-06-12_15-40-00.png └── 模型复杂度和泛化误差.png └── preamble.tex /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayueme/machine_learning_base_r/HEAD/.gitignore -------------------------------------------------------------------------------- /000.Rproj: -------------------------------------------------------------------------------- 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