{"id":664,"date":"2021-12-09T11:39:01","date_gmt":"2021-12-09T02:39:01","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=664"},"modified":"2025-06-12T16:06:30","modified_gmt":"2025-06-12T07:06:30","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%80%91scikit-learn%ef%bc%88%e3%82%b5%e3%82%a4%e3%82%ad%e3%83%83%e3%83%88%e3%83%bb%e3%83%a9%e3%83%bc%e3%83%b3%ef%bc%89%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=664","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011scikit-learn\uff08\u30b5\u30a4\u30ad\u30c3\u30c8\u30fb\u30e9\u30fc\u30f3\uff09\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u5fc5\u9808\u30e9\u30a4\u30d6\u30e9\u30eascikit-learn\u3092\u5b66\u307c\u3046"},"content":{"rendered":"\n<div class=\"wp-block-sgb-toc-inserter\"><div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">scikit-learn\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-1\">\u306a\u305cscikit-learn\u3092\u5b66\u3076\u306e\u304b<\/a>  <\/li>  <li>    <a href=\"#i-2\">scikit-learn\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/a>  <\/li>  <li>    <a href=\"#i-3\">scikit-learn \u4ed8\u5c5e\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u95a2\u3057\u3066<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-4\">\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30de\u30c3\u30d7<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><\/div>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-0\">scikit-learn\u3068\u306f<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"397\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000081_KdlTyrF7M5eT.png\" alt=\"\" class=\"wp-image-665\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000081_KdlTyrF7M5eT.png 800w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000081_KdlTyrF7M5eT-300x149.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000081_KdlTyrF7M5eT-768x381.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\"><\/figure>\n\n\n\n<p><a rel=\"noreferrer noopener nofollow\" href=\"https:\/\/scikit-learn.org\/stable\/\" target=\"_blank\">scikit-learn\uff08\u30b5\u30a4\u30ad\u30c3\u30c8\u30fb\u30e9\u30fc\u30f3\uff09<\/a>\u306fPython\u7528\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002scikit-learn\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u500b\u4eba\u30fb\u5546\u7528\u554f\u308f\u305a\u3001\u8ab0\u3067\u3082\u7121\u6599\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002\u307e\u305f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306b\u95a2\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0(\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3001\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u56de\u5e30\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306a\u3069)\u304c\u4e00\u901a\u308a\u5229\u7528\u51fa\u6765\u308b\u4e0a\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u30c8\u30a4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u547c\u3073\u307e\u3059\uff09\u304c\u8c4a\u5bcc\u306b\u63c3\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081scikit-learn\u3092\u7528\u3044\u308b\u3068\u3059\u3050\u3055\u307e\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u8a66\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u203b\u3088\u308a\u8a73\u3057\u3044\u5185\u5bb9\u306b\u95a2\u3057\u3066\u306f\u3001<a rel=\"noreferrer noopener nofollow\" href=\"http:\/\/scikit-learn.org\/stable\/\" target=\"_blank\">\u516c\u5f0f\u30b5\u30a4\u30c8(\u82f1\u8a9e)<\/a>\u306b\u8a18\u8f09\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001scikit-learn\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\u95a2\u6570\u304c\u51fa\u3066\u304d\u305f\u969b\u306b\u306f\u3001\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u3057\u3066\u8aad\u3080\u4e8b\u3092\u30aa\u30b9\u30b9\u30e1\u81f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u66f8\u7c4d\u3067\u5b66\u3073\u305f\u3044\u65b9\u306f<a href=\"https:\/\/amzn.to\/31ygCZH\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">\u3053\u3061\u3089\u306e\u66f8\u7c4d<\/a>\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-1\">\u306a\u305cscikit-learn\u3092\u5b66\u3076\u306e\u304b<\/h1>\n\n\n\n<p>\u306a\u305cPython\u3092\u7528\u3044\u3066\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3059\u308b\u969b\u306b\u3001scikit-learn\u3092\u5b66\u3076\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u308c\u306fscikit-learn\u306f\u3001Python\u3067(\u7d71\u8a08\u7684)\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u884c\u3046\u5834\u5408\u3001\u4e16\u754c\u7684\u306b\u3082\u30c7\u30d5\u30a1\u30af\u30c8\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002scikit-learn\u306f\u7121\u6599\u3067\u5229\u7528\u3059\u308b\u4e8b\u304c\u51fa\u6765\u307e\u3059\u306e\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6271\u3046\u306e\u3067\u3042\u308c\u3070\u3057\u3063\u304b\u308a\u3068\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-2\">scikit-learn\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h1>\n\n\n\n<p><meta charset=\"utf-8\">scikit-learn\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u300c<strong>Anaconda<\/strong>\u300d\u3092\u7528\u3044\u308b\u304b\u3001<meta charset=\"utf-8\">\u300c<strong>Anaconda<\/strong>\u300d\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u74b0\u5883\u3067\u306fpip\u30b3\u30de\u30f3\u30c9\u306a\u3069\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u53ef\u80fd\u3067\u3059\u3002<strong>Anaconda\u7d4c\u7531\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u5834\u5408\u306f\u3001\u6700\u521d\u304b\u3089scikit-learn\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u4f8b\uff09pip\u30b3\u30de\u30f3\u30c9\u3092\u7528\u3044\u305f\u5b9f\u884c\u4f8b<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install scikit-learn<\/code><\/pre>\n\n\n\n<p>Mac OS\u306e\u65b9\u306f\u300c\u30bf\u30fc\u30df\u30ca\u30eb\u300d\u304b\u3089\u5b9f\u884c\u3057\u3001Windows\u306e\u65b9\u306fPowerShell\u306a\u3069\u304b\u3089\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br>\u203bpip\u30b3\u30de\u30f3\u30c9\u304c\u5229\u7528\u3067\u304d\u308b\u524d\u63d0\u3067\u3059<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-3\">scikit-learn \u4ed8\u5c5e\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u95a2\u3057\u3066<\/h1>\n\n\n\n<p>scikit-learn\u306b\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3067\u3042\u3089\u304b\u3058\u3081\u4f7f\u3048\u308b\u30c8\u30a4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08Toy dataset\uff09\u304c\u4ed8\u5c5e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c8\u30a4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3044\u3046\u306e\u306f\u3001scikit-learn\u306b\u540c\u68b1\u3055\u308c\u3066\u3044\u308b\u30b5\u30f3\u30d7\u30eb\u6570\u306e\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u6570\u304c\u5c11\u306a\u3044\u305f\u3081\u3001\u5b66\u7fd2\u3057\u3066\u3082\u826f\u3044\u7cbe\u5ea6\u304c\u51fa\u305f\u30e2\u30c7\u30eb\u3067\u3042\u3063\u3066\u3082\u3001\u5b9f\u969b\u306e\u3068\u3053\u308d\u73fe\u5b9f\u306e\u793e\u4f1a\u306b\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3093\u3060\u969b\u306b\u306a\u304b\u306a\u304b\u826f\u3044\u7cbe\u5ea6\u3092\u51fa\u305b\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3067\u3059\u3002scikit-learn\u3092\u4f7f\u3063\u3066\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u969b\u306b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u624b\u5143\u306b\u306a\u3044\u5834\u5408\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"910\" height=\"632\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/dataset.png\" alt=\"\" class=\"wp-image-667\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/dataset.png 910w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/dataset-300x208.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/dataset-768x533.png 768w\" sizes=\"auto, (max-width: 910px) 100vw, 910px\"><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-4\">\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30de\u30c3\u30d7<\/h1>\n\n\n\n<p><\/p>\n\n\n\n<p><meta charset=\"utf-8\">scikit-learn\u3067\u306f\u5206\u985e\u3001\u56de\u5e30\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u6b21\u5143\u524a\u6e1b\u306a\u3069\u306e\u4e3b\u8981\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u304c\u6700\u521d\u304b\u3089\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u3053\u308c\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5b66\u3093\u3067\u3044\u304f\u969b\u306b\u3001\u5fc5\u305a\u982d\u3092\u60a9\u307e\u305b\u308b\u554f\u984c\u306e\uff11\u3064\u306b\u3001\u300c\u3069\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3048\u3070\u826f\u3044\u306e\u3060\u308d\u3046\u3002\u3002\u300d\u3067\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u6642\u306f\u3001\u516c\u5f0f\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u51fa\u3057\u3066\u3044\u308b\u300c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30c1\u30fc\u30c8\u30b7\u30fc\u30c8\u300d\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"638\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-1024x638.png\" alt=\"\" class=\"wp-image-669\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-1024x638.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-300x187.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-768x479.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-1536x958.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-2048x1277.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/ml_map-940x586.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p><a href=\"https:\/\/scikit-learn.org\/stable\/tutorial\/machine_learning_map\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">\u753b\u50cf\u5f15\u7528\u5143\uff1ahttps:\/\/scikit-learn.org\/stable\/tutorial\/machine_learning_map\/<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4e0a\u8a18\u306f\u516c\u5f0f\u304c\u51fa\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3001\u82f1\u8a9e\u8868\u8a18\u306a\u306e\u3067\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u3082\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<br>\u4e0b\u8a18\u3082\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000082_d78V7u79gKfv.png\" alt=\"\" class=\"wp-image-668\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000082_d78V7u79gKfv.png 960w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000082_d78V7u79gKfv-300x169.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000082_d78V7u79gKfv-768x432.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/chapter_000082_d78V7u79gKfv-940x529.png 940w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\"><\/figure>\n\n\n\n<p><strong><span class=\"keiko_green\">LINE\u516c\u5f0f\u3067\u306f\u3001AI\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u95a2\u3059\u308b\u6700\u65b0\u60c5\u5831\u3092\u914d\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\" noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1012\" height=\"613\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/lineb.png\" alt=\"\" class=\"wp-image-7550\" style=\"width:180px;height:auto\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/lineb.png 1012w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/lineb-300x182.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/lineb-768x465.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/lineb-940x569.png 940w\" sizes=\"auto, (max-width: 1012px) 100vw, 1012px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>scikit-learn\u3068\u306f scikit-learn\uff08\u30b5\u30a4\u30ad\u30c3\u30c8\u30fb\u30e9\u30fc\u30f3\uff09\u306fPython\u7528\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002scikit-learn\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u500b\u4eba\u30fb\u5546\u7528\u554f\u308f\u305a\u3001\u8ab0\u3067\u3082\u7121\u6599\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u304c &#8230; 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