{"version":"1.0","provider_name":"Stratio","provider_url":"https:\/\/www.stratio.com\/blog","author_name":"admin","title":"Statistical Comparison of Machine Learning Algorithms (Part 1)","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"CbIAD60QUc\"><a href=\"https:\/\/www.stratio.com\/blog\/blogmachine-learning-algorithms-statistical-comparison-1\/\">Statistical Comparison of Machine Learning Algorithms (Part 1)<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.stratio.com\/blog\/blogmachine-learning-algorithms-statistical-comparison-1\/embed\/#?secret=CbIAD60QUc\" width=\"600\" height=\"338\" title=\"&#8220;Statistical Comparison of Machine Learning Algorithms (Part 1)&#8221; &#8212; Stratio\" data-secret=\"CbIAD60QUc\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/* ]]> *\/\n<\/script>\n","thumbnail_url":"https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2018\/07\/Statistical-Comparison-of-Machine-Learning-Algorithms-Part-1.jpg","thumbnail_width":1300,"thumbnail_height":820,"description":"This is the first of a two-part series dealing with the application of statistical tests for the formal comparison of several Machine Learning (ML) algorithms in order to determine whether one generally outperforms the rest or not. Discover the fundamentals of statistical tests."}