{"url":"https://takaherox.hatenablog.com/entry/2020/07/06/234337","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Ftakaherox.hatenablog.com%2Fentry%2F2020%2F07%2F06%2F234337\" title=\"SHAP\u3067\u30e2\u30c7\u30eb\u3092\u89e3\u91c8\u3057\u3066\u307f\u305f - tkherox blog\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","author_url":"https://blog.hatena.ne.jp/takaherox/","title":"SHAP\u3067\u30e2\u30c7\u30eb\u3092\u89e3\u91c8\u3057\u3066\u307f\u305f","blog_title":"tkherox blog","description":"\u306f\u3058\u3081\u306b SHAP\u3068\u306f \u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3064\u3044\u3066 \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8 \u30e2\u30c7\u30eb\u4f5c\u6210 LightGBM Xgboost SHAP Value Violin Plot Dependence Plot Monotonic Constraints \u307e\u3068\u3081 \u306f\u3058\u3081\u306b XAI\uff08Explainable AI\uff09\u3068\u3044\u3046\u8a00\u8449\u3092\u805e\u3044\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u3067\u3057\u3087\u3046\u304b\uff0e \u65e5\u672c\u8a9e\u3067\u306f\u300c\u8aac\u660e\u53ef\u80fd\u306aAI\u300d\u3068\u547c\u3070\u308c\u3066\u3044\u3066\uff0c\u69cb\u7bc9\u3057\u305f\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5165\u529b\u306b\u5bfe\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u51fa\u529b\u306b\u8d77\u56e0\u3057\u305f\u306e\u304b\u3068\u3044\u3046\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u6027\u3092\u793a\u3059\u5206\u91ce\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u304a\u308a\u307e\u3059\uff0e\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3068\u306a\u308a\u304c\u3061\u306a\u305f\u3081\uff0c\u306a\u305c\u305d\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u3063\u305f\u306e\u304b\u3068\u3044\u3046\u89e3\u91c8\u306f\u4e00\u2026","blog_url":"https://takaherox.hatenablog.com/","image_url":"https://chart.apis.google.com/chart?cht=tx&chl=%5Cdisplaystyle%7B%0Ag%28z%29%20%3D%20%5Cphi_0%20%5C%7Bx%5En%2By%5En%5C%7D%3Dz%5En%20%5C%5C%0A%5C%7Bx_n%2By_n%5C%7D%3Dz_n%0A%7D","categories":["\u30c7\u30fc\u30bf\u5206\u6790","\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9","SHAP","\u30e2\u30c7\u30eb\u8a55\u4fa1"],"published":"2020-07-06 23:43:37","provider_name":"Hatena Blog","height":"190","width":"100%","version":"1.0","provider_url":"https://hatena.blog","author_name":"takaherox","type":"rich"}