{"id":349,"date":"2022-01-30T17:28:07","date_gmt":"2022-01-30T08:28:07","guid":{"rendered":"https:\/\/www.ritzcolor.net\/?p=349"},"modified":"2022-02-28T00:51:00","modified_gmt":"2022-02-27T15:51:00","slug":"signate%e3%83%88%e3%83%a9%e3%82%a4-%e5%9b%bd%e7%a8%8e%e8%aa%bf%e6%9f%bb%e4%ba%88%e6%b8%ac2-1st-submission","status":"publish","type":"post","link":"https:\/\/www.ritzcolor.net\/?p=349","title":{"rendered":"SIGNATE\u30c8\u30e9\u30a4 -\u56fd\u7a0e\u8abf\u67fb\u4e88\u6e2c2- 1st submission"},"content":{"rendered":"\n<p>\u304b\u306a\u308a\u66f4\u65b0\u306b\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u672c\u6765\u306f\u30b9\u30c6\u30c3\u30d7\u3092\u5168\u3066\u8a18\u8ff0\u3057\u305f\u304b\u3063\u305f\u3068\u3053\u308d\u3067\u3059\u304c\u3001\u90fd\u5408\u306b\u3088\u308a(\u5fd8\u308c\u305f)\u6700\u7d42\u7684\u306b0.8429412\u3067190\/391\u3068\u306a\u3063\u305f\u30b3\u30fc\u30c9\u3092\u7c21\u5358\u306a\u89e3\u8aac\u3068\u3068\u3082\u306b\u7d39\u4ecb\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>#\u304a\u99b4\u67d3\u307f\u306e\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u8fbc\u307f\nimport pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns\n\ntrain_df = pd.read_csv(&quot;train.csv&quot;)\ntest_df = pd.read_csv(&quot;test.csv&quot;)\n<\/code><\/pre><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>#\u8aac\u660e\u5909\u6570\u3092\u518d\u898b\u76f4(ver1\u3088\u308a)\n\n#sex-&gt;\u5909\u66f4\u306a\u3057\n#workclass-&gt;3\u6bb5\u968e\u304b\u30895\u6bb5\u968e\u3078\u5206\u5272\n#education-&gt;3\u6bb5\u968e\u304b\u30895\u6bb5\u968e\u3078\u5206\u5272-&gt;\u6570\u5024\u3067\u8a55\u4fa1-&gt;10th\u4ee5\u4e0b\u306f\u4e00\u307e\u3068\u3081\u306b\u3057\u3066\u3001\u305d\u308c\u4ee5\u5916\u306f\u6570\u5024\u5909\u63db\n#material-status-&gt;2\u6bb5\u968e\u304b\u30893\u6bb5\u968e\u3078\u5206\u5272\n#occupation\t\t3\u6bb5\u968e\u304b\u30896\u6bb5\u968e\u3078\u5206\u5272-&gt;\u6570\u5024\u3067\u8a55\u4fa1(\u7dda\u5f62\u7684\u306b\u5909\u5316)\n#relation-ship-&gt;\u5909\u66f4\u306a\u3057\n#race-&gt;\u30c7\u30fc\u30bf\u6bcd\u6570\u306e\u504f\u308a\u304c\u5927\u304d\u3044\u3002\u6d88\u53bb\u3059\u308b\n#native-countr-&gt;\u30c7\u30fc\u30bf\u6bcd\u6570\u306e\u504f\u308a\u304c\u5927\u304d\u3044\u3002\u6d88\u53bb\u3059\u308b\n#education-num-&gt;ver10\u540c\u69d8\u306b3\u5206\u5272\n\ncombine = [train_df, test_df]\ndataset = combine\n\nfor dataset in combine:\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;Exec-managerial&quot;,&quot;Prof-specialty&quot;], &#39;biggest&#39;)\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;Sales&quot;, &quot;Tech-support&quot;], &#39;big&#39;)\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;Transport-moving&quot;,&quot;Protective-serv&quot;], &#39;middle-b&#39;)\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;Craft-repair&quot;,&quot;Farming-fishing&quot;,&quot;Machine-op-inspct&quot;], &#39;middle-s&#39;)\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;Craft-repair&quot;], &#39;middle-ss&#39;)\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;?&quot;, &quot;Adm-clerical&quot;], &#39;small&#39;)\n#dataset[&#39;occupation&#39;] = dataset[&#39;occupation&#39;].replace([&quot;Handlers-cleaners&quot;,&quot;Other-service&quot;], &#39;smallest&#39;)\n    dataset[&quot;marital-status&quot;] = dataset[&quot;marital-status&quot;].replace([&quot;Married-civ-spouse&quot;], &quot;big&quot;)\n    dataset[&quot;marital-status&quot;] = dataset[&quot;marital-status&quot;].replace([&quot;Divorced&quot;, &quot;Never-married&quot;,  &quot;Separated&quot;], &quot;middle&quot;)\n    dataset[&quot;marital-status&quot;] = dataset[&quot;marital-status&quot;].replace([&quot;Widowed&quot;], &quot;small&quot;)\n#dataset[&quot;education&quot;] = dataset[&quot;education&quot;].replace([&quot;Prof-school&quot;], &quot;biggest&quot;)\n#dataset[&quot;education&quot;] = dataset[&quot;education&quot;].replace([&quot;Bachelors&quot;, &quot;Masters&quot;], &quot;big&quot;)\n#dataset[&quot;education&quot;] = dataset[&quot;education&quot;].replace([&quot;Assoc-acdm&quot;,&quot;Some-college&quot;], &quot;middle&quot;)\n#dataset[&quot;education&quot;] = dataset[&quot;education&quot;].replace([&quot;Assoc-voc&quot;,&quot;HS-grad&quot;], &quot;middle-small&quot;)\n#dataset[&quot;education&quot;] = dataset[&quot;education&quot;].replace([&quot;10th&quot;, &quot;11th&quot;, &quot;12th&quot;, &quot;1st-4th&quot;, &quot;5th-6th&quot;, &quot;7th-8th&quot;,&quot;9th&quot;],&quot;small&quot; )\n#dataset[&quot;workclass&quot;] = dataset[&quot;workclass&quot;].replace([&quot;Self-emp-inc&quot;], &quot;big&quot;)\n#dataset[&quot;workclass&quot;] = dataset[&quot;workclass&quot;].replace([&quot;Federal-gov&quot;,&quot;Self-emp-not-inc&quot;], &quot;middle&quot;)\n#dataset[&quot;workclass&quot;] = dataset[&quot;workclass&quot;].replace([&quot;Local-gov&quot;,&quot;State-gov&quot;], &quot;middle-low&quot;)\n#dataset[&quot;workclass&quot;] = dataset[&quot;workclass&quot;].replace([&quot;Private&quot;], &quot;small-low&quot;)\n#dataset[&quot;workclass&quot;] = dataset[&quot;workclass&quot;].replace([&quot;?&quot;], &quot;small&quot;)\n    dataset[&quot;relationship&quot;] = dataset[&quot;relationship&quot;].replace([&quot;Husband&quot;, &quot;Wife&quot;], &quot;big&quot;)\n    dataset[&quot;relationship&quot;] = dataset[&quot;relationship&quot;].replace([&quot;Not-in-family&quot;, &quot;Other-relative&quot;,&quot;Own-child&quot;, &quot;Unmarried&quot;], &quot;small&quot;)\n\n#age\u306fover\u3068under\u3067\u5206\u5272(\u305d\u306e\u307e\u307e)\ntrain_df[&quot;age_g&quot;] = &quot;aa&quot;\ntest_df[&quot;age_g&quot;] = &quot;aa&quot;\n\n#education-num\u30923\u5206\u5272\n#train_df[&quot;edu_g&quot;] = &quot;mid&quot;\n#test_df[&quot;edu_g&quot;] = &quot;mid&quot;\n\n#train_df[&#39;edu_g&#39;].where(train_df[&#39;education-num&#39;] &gt; 8, &quot;low&quot;, inplace=True)\n#train_df[&#39;edu_g&#39;].where(train_df[&#39;education-num&#39;] &lt; 13, &quot;high&quot;, inplace=True)\n\n#test_df[&#39;edu_g&#39;].where(test_df[&#39;education-num&#39;] &gt; 8, &quot;low&quot;, inplace=True)\n#test_df[&#39;edu_g&#39;].where(test_df[&#39;education-num&#39;] &lt; 13, &quot;high&quot;, inplace=True)\n\ntrain_df[&#39;age_g&#39;].where(train_df[&#39;age&#39;] &gt; 35, &quot;under&quot;, inplace=True)\ntrain_df[&#39;age_g&#39;].where(train_df[&#39;age&#39;] &lt;= 35, &quot;over&quot;, inplace=True)\n\ntest_df[&#39;age_g&#39;].where(test_df[&#39;age&#39;] &gt; 35, &quot;under&quot;, inplace=True)\ntest_df[&#39;age_g&#39;].where(test_df[&#39;age&#39;] &lt;= 35, &quot;over&quot;, inplace=True)\n    \n#age, native-country\u3092\u524a\u9664\ntrain_df = train_df.drop([&quot;age&quot;, &quot;race&quot;, &quot;native-country&quot;,&quot;fnlwgt&quot;], axis=1)\ntest_df = test_df.drop([&quot;age&quot;,&quot;race&quot;,  &quot;native-country&quot;,&quot;fnlwgt&quot;], axis=1)\n\n#fnlwgt\u3092\u30c0\u30df\u30fc\u5316\u3059\u308b\u305f\u3081\u3001object\u306b\u5909\u63db\n#train_df[&quot;fnlwgt&quot;]= train_df[&quot;fnlwgt&quot;].astype(&#39;object&#39;)\n#test_df[&quot;fnlwgt&quot;]= test_df[&quot;fnlwgt&quot;].astype(&#39;object&#39;)\n\n#age\u4ee5\u5916\u3092\u30c0\u30df\u30fc\u5316\u3059\u308b\n# train_df = pd.get_dummies(train_df)\n# test_df = pd.get_dummies(test_df)<\/code><\/pre><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u304b\u306a\u308a\u66f4\u65b0\u306b\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u672c\u6765\u306f\u30b9\u30c6\u30c3\u30d7\u3092\u5168\u3066\u8a18\u8ff0\u3057\u305f\u304b\u3063\u305f\u3068\u3053\u308d\u3067\u3059\u304c\u3001\u90fd\u5408\u306b\u3088\u308a(\u5fd8\u308c\u305f)\u6700\u7d42\u7684\u306b0.8429412\u3067190\/391\u3068\u306a\u3063\u305f\u30b3\u30fc\u30c9\u3092\u7c21\u5358\u306a\u89e3\u8aac\u3068\u3068\u3082\u306b\u7d39\u4ecb\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":176,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":""},"categories":[28],"tags":[20,49,45],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" 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