{"url":"https://tanipyosu.hateblo.jp/entry/2019/07/27/233905","author_url":"https://blog.hatena.ne.jp/tngwnaho/","width":"100%","title":"A Unified Approach toInterpreting Model Predictions","description":"\u300cA Unified Approach toInterpreting Model Predictions\u300d\u3092\u8aad\u3093\u3060\u5185\u5bb9\u3092\u307e\u3068\u3081\u308b\u3002 \u6982\u8981 \u25cf\u3069\u3046\u3044\u3046\u5185\u5bb9\uff1f \u300c\u30e2\u30c7\u30ebA\u3068\u30e2\u30c7\u30ebB\u306e\u7cbe\u5ea6\u3092\u6bd4\u8f03\u3057\u305f\u6642\u3001\u30e2\u30c7\u30ebA\u306e\u65b9\u304c\u30e2\u30c7\u30ebB\u3088\u308a\u3082Accuracy\u304c\u9ad8\u3044\u304c\u3001\u4f55\u6545\u306a\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3088\u304f\u3042\u308b \u2192\u305d\u308c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304cSHAP\u3002\u4f55\u306e\u7279\u5fb4\u91cf\u304c\u52b9\u679c\u7684\u306b\u50cd\u3044\u3066\u3044\u308b\u304b\u3089\u7cbe\u5ea6\u304c\u9ad8\u3044\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308b \u25cfSHAP\u3068\u306f\uff1f \u7279\u5fb4\u91cf\u3054\u3068\u306e\u91cd\u8981\u5ea6\u3092\u6c42\u3081\u308b\u65b9\u6cd5 \u25cfSHAP\u306f\u3069\u3046\u3044\u3046\u6642\u306b\u5229\u7528\u3067\u304d\u305d\u3046 \u30e2\u30c7\u30eb\u306e\u6bd4\u8f03\u3092\u884c\u3044\u305f\u3044\u6642 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u305f\u304c\u3001\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3059\u304e\u3066\u3001\u3069\u306e\u7279\u5fb4\u91cf\u304c\u6700\u7d42\u7684\u306b\u52b9\u679c\u7684\u3060\u3063\u305f\u306e\u304b\u304c\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u6642 \u2026","height":"190","published":"2019-07-27 23:39:05","blog_url":"https://tanipyosu.hateblo.jp/","image_url":"https://chart.apis.google.com/chart?cht=tx&chl=%20f","provider_url":"https://hatena.blog","categories":[],"blog_title":"Think Outside the Box","author_name":"tngwnaho","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Ftanipyosu.hateblo.jp%2Fentry%2F2019%2F07%2F27%2F233905\" title=\"A Unified Approach toInterpreting Model Predictions - Think Outside the Box\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","provider_name":"Hatena Blog","version":"1.0","type":"rich"}