{"blog_url":"https://knknkn.hatenablog.com/","title":"SHAP value\u3092\u4f7f\u3063\u3066\u307f\u308b","version":"1.0","provider_url":"https://hatena.blog","categories":["Python","\u4f7f\u3044\u65b9\u30e1\u30e2(\u30e9\u30a4\u30d6\u30e9\u30ea)","\u6a5f\u68b0\u5b66\u7fd2","\u30c8\u30ec\u30fc\u30b9\u8a18\u4e8b"],"author_url":"https://blog.hatena.ne.jp/chito_ng/","published":"2019-05-06 21:11:35","provider_name":"Hatena Blog","blog_title":"\u307e\u305a\u306f\u874b\u306e\u7ffc\u304b\u3089\u3002","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fknknkn.hatenablog.com%2Fentry%2F2019%2F05%2F06%2F211135\" title=\"SHAP value\u3092\u4f7f\u3063\u3066\u307f\u308b - \u307e\u305a\u306f\u874b\u306e\u7ffc\u304b\u3089\u3002\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/c/chito_ng/20190506/20190506190106.png","width":"100%","description":"SHAP value\u3092\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3002\u30b3\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u306e\u3082\u306e\u3092\u62dd\u501f\u3002 Shap\u3092\u7528\u3044\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u8aac\u660e - Qiita \u306a\u304a\u3001\u30c7\u30fc\u30bf\u306fkaggle\u306eHouse Pricing\u30b3\u30f3\u30da\u30c7\u30fc\u30bf\u3092\u30c6\u30ad\u30c8\u30fc\u306b\u52a0\u5de5\u3057\u3066\u4f5c\u3063\u3066\u3044\u308b\u3002SalePrice(\u5bfe\u6570\u5316\u6e08)\u3092\u76ee\u7684\u5909\u6570\u3068\u3057\u3066\u3001\u7c21\u6613\u5316\u306e\u305f\u3081\u5909\u6570\u91cd\u8981\u5ea6\u304cTOP5\u3092\u8a66\u3059\u3002 \u307e\u305f\u3001\u30e2\u30c7\u30eb\u306fRandomForest\u3092\u4f7f\u3046\u3002 import numpy as np # linear algebra import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv) # for vis\u2026","author_name":"chito_ng","url":"https://knknkn.hatenablog.com/entry/2019/05/06/211135","type":"rich","height":"190"}