{"image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/h/h-wadsworth02/20191126/20191126130819.jpg","published":"2019-11-26 12:59:13","provider_url":"https://hatena.blog","type":"rich","title":"SHAP\u3092\u4f7f\u3063\u3066\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u5bfe\u8a71\u3059\u308b","version":"1.0","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fwww.medi-08-data-06.work%2Fentry%2Fhow_to_use_shap\" title=\"SHAP\u3092\u4f7f\u3063\u3066\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u5bfe\u8a71\u3059\u308b - \u30c7\u30fc\u30bf\u306e\u88cf\u5074\u3092\u6b69\u304f\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","width":"100%","author_url":"https://blog.hatena.ne.jp/h-wadsworth02/","blog_title":"\u30c7\u30fc\u30bf\u306e\u88cf\u5074\u3092\u6b69\u304f","url":"https://www.medi-08-data-06.work/entry/how_to_use_shap","author_name":"h-wadsworth02","description":"\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u3088\u308a\u3082\u4e88\u6e2c\u306b\u9577\u3051\u305f\u624b\u6cd5\u3067\u3042\u308a\u3001\u7686\u69d8\u3082\u3054\u5b58\u77e5\u306e\u901a\u308a\u69d8\u3005\u306a\u5834\u9762\u3067\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u7d50\u679c\u306e\u89e3\u91c8\u306e\u9762\u3067\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306b\u306a\u308a\u3084\u3059\u3044\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u6642\u306e\u307f\u306a\u3089\u305a\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u899a\u3048\u306e\u306a\u3044\u65b9\u3005\u3068\u30b3\u30df\u30e5\u30cb\u30e5\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3059\u308b\u4e0a\u3067\u3082\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3059\u3002 \u305d\u3093\u306a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u5bfe\u8a71\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u304cSAHP\u5024(SHapley Additive exPlanation Values)\u3067\u3059\u3002SHAP\u3092\u4f7f\u3046\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u7279\u5fb4\u91cf\u3092\u3069\u306e\u3088\u3046\u306b\u4f7f\u3063\u3066\u4e88\u6e2c\u3092\u3057\u305f\u306e\u304b\u3001\u7279\u5fb4\u91cf\u306f\u4e88\u6e2c\u7d50\u679c\u306b\u3069\u308c\u3050\u3089\u3044\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u306e\u304b\u3001\u306a\u3069\u3092\u30c7\u30fc\u30bf\u5168\u4f53(Global)\u3001\u3055\u3089\u306b\u500b\u5225\u306e\u30b5\u30f3\u30d7\u30eb\u3054\u3068(Indivi\u2026","blog_url":"https://www.medi-08-data-06.work/","categories":["\u6a5f\u68b0\u5b66\u7fd2","Python"],"provider_name":"Hatena Blog","height":"190"}