{"type":"rich","url":"https://chaos-r.hatenadiary.jp/entry/2026/04/21/222722","description":"In this post, I explain how to use the R script provided at the end of this guide, which implements Support Vector Machine (SVM). 1. What is a Support Vector Machine? The Margin The Soft Margin and the C Parameter The Kernel Trick 2. Key SVM Concepts 3. The Dataset 4. Script Overview 5. Section-by-S\u2026","author_url":"https://blog.hatena.ne.jp/chaos_kiyono/","blog_url":"https://chaos-r.hatenadiary.jp/","height":"190","provider_name":"Hatena Blog","title":"Support Vector Machines in R: A Step-by-Step Guide to Binary Classification with Variable Selection","width":"100%","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/c/chaos_kiyono/20260421/20260421221937.png","categories":[],"blog_title":"Ken-Chaos\u2019s Random Notes on R","author_name":"chaos_kiyono","provider_url":"https://hatena.blog","version":"1.0","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fchaos-r.hatenadiary.jp%2Fentry%2F2026%2F04%2F21%2F222722\" title=\"Support Vector Machines in R: A Step-by-Step Guide to Binary Classification with Variable Selection - Ken-Chaos\u2019s Random Notes on R\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","published":"2026-04-21 22:27:22"}