{"id":1225,"date":"2018-08-31T23:42:17","date_gmt":"2018-08-31T23:42:17","guid":{"rendered":"https:\/\/sqlshep.com\/?p=1225"},"modified":"2019-03-24T16:40:01","modified_gmt":"2019-03-24T16:40:01","slug":"random-forest-with-the-epa-mpg-dataset","status":"publish","type":"post","link":"https:\/\/sqlshep.com\/?p=1225","title":{"rendered":"Random Forest with the EPA Mpg dataset"},"content":{"rendered":"<p><!-- Global site tag (gtag.js) - Google Analytics --><br \/>\n<script async=\"\" src=\"https:\/\/www.googletagmanager.com\/gtag\/js?id=UA-127791802-1\"><\/script><br \/>\n<script><br \/>\n  window.dataLayer = window.dataLayer || [];<br \/>\n  function gtag(){dataLayer.push(arguments);}<br \/>\n  gtag('js', new Date());<\/p>\n<p>  gtag('config', 'UA-127791802-1');<br \/>\n<\/script><\/p>\n<p>This is a Random Forest Regression of the EPA Dataset i wrote on <a href=\"https:\/\/sqlshep.com\/?p=815\">few posts back<\/a>. This is more of a log drawn out doodle, but you can recreate it if you like, all of my data is available.<\/p>\n<p><!--more--><\/p>\n<div class=\"notebook\">\n    <div class=\"nbconvert-labels\">\n      <label class=\"github-link\">\n        <a href=\"https:\/\/raw.githubusercontent.com\/sqlshep\/SQLShepBlog\/master\/Notebooks\/EPA-RandomForest.ipynb\" target=\"_blank\">Check it out on github<\/a>\n        <label class=\"github-last-update\"> Last updated: 01\/01\/1970 00:00:00<\/label>\n      <\/label>\n      <\/div>\n    <div class=\"nbconvert\">\n    <\/div>\n  <\/div>\n","protected":false},"excerpt":{"rendered":"<p>gtag(&#8216;config&#8217;, &#8216;UA-127791802-1&#8217;); This is a Random Forest Regression of the EPA Dataset i wrote on few posts back. This is more of a log drawn out doodle, but you can recreate it if you like, all of my data is available.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[74,82],"tags":[69],"class_list":["post-1225","post","type-post","status-publish","format-standard","hentry","category-python","category-random-forest-regression","tag-regression"],"_links":{"self":[{"href":"https:\/\/sqlshep.com\/index.php?rest_route=\/wp\/v2\/posts\/1225","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sqlshep.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sqlshep.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sqlshep.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sqlshep.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1225"}],"version-history":[{"count":6,"href":"https:\/\/sqlshep.com\/index.php?rest_route=\/wp\/v2\/posts\/1225\/revisions"}],"predecessor-version":[{"id":1298,"href":"https:\/\/sqlshep.com\/index.php?rest_route=\/wp\/v2\/posts\/1225\/revisions\/1298"}],"wp:attachment":[{"href":"https:\/\/sqlshep.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1225"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sqlshep.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1225"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sqlshep.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}