{"version":"1.0","published":"2025-04-20 16:10:08","author_url":"https://blog.hatena.ne.jp/starful/","categories":["python"],"type":"rich","height":"190","provider_name":"Hatena Blog","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/s/starful/20250402/20250402095958.png","blog_url":"https://okpy.net/","blog_title":"okpy","author_name":"starful","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fokpy.net%2Fentry%2F2025%2F04%2F20%2F161008\" title=\"Mastering XGBoost: Boost Your Machine Learning Skills - okpy\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","title":"Mastering XGBoost: Boost Your Machine Learning Skills","description":"Python xgboost \u30e9\u30a4\u30d6\u30e9\u30ea\u5b8c\u5168\u30ac\u30a4\u30c9 xgboost \u306f\u3001\u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\uff08Gradient Boosting\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9ad8\u901f\u30fb\u9ad8\u7cbe\u5ea6\u306b\u5b9f\u88c5\u3057\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002Kaggle \u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u3067\u3082\u983b\u7e41\u306b\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u5206\u985e\u30fb\u56de\u5e30\u30bf\u30b9\u30af\u3067\u9ad8\u3044\u6027\u80fd\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Python \u3067\u306e xgboost \u306e\u4f7f\u3044\u65b9\u3092\u65e5\u672c\u8a9e\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u307e\u3059\u3002 1. xgboost \u306e\u6982\u8981 \u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\uff08Gradient Boosting\uff09\u6cd5\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30e2\u30c7\u30eb\u3002 \u4e26\u5217\u5b66\u7fd2\u3001\u6b20\u640d\u5024\u5bfe\u5fdc\u3001\u30af\u30ed\u30b9\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3092\u6a19\u6e96\u642d\u8f09\u3002 sklearn API \u3068\u30cd\u30a4\u30c6\u30a3\u30d6 API \u306e\u4e21\u65b9\u2026","url":"https://okpy.net/entry/2025/04/20/161008","provider_url":"https://hatena.blog","width":"100%"}