{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Mixup Neden \u00c7al\u0131\u015f\u0131r? Karma\u015f\u0131k Verilerden Anlam \u00c7\u0131karma Sanat\u0131","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"qxDnplVUoD\"><a href=\"https:\/\/fatihsoysal.com\/blog\/mixup-neden-calisir-karmasik-verilerden-anlam-cikarma-sanati\/\">Mixup Neden \u00c7al\u0131\u015f\u0131r? Karma\u015f\u0131k Verilerden Anlam \u00c7\u0131karma Sanat\u0131<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/mixup-neden-calisir-karmasik-verilerden-anlam-cikarma-sanati\/embed\/#?secret=qxDnplVUoD\" width=\"600\" height=\"338\" title=\"&#8220;Mixup Neden \u00c7al\u0131\u015f\u0131r? Karma\u015f\u0131k Verilerden Anlam \u00c7\u0131karma Sanat\u0131&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"qxDnplVUoD\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\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<\/script>\n","description":"Derin \u00f6\u011frenme modelleri, karma\u015f\u0131k veri setlerini \u00f6\u011frenme konusunda \u015fa\u015f\u0131rt\u0131c\u0131 yeteneklere sahip olsa da, \u00e7o\u011fu zaman a\u015f\u0131r\u0131 uyum (overfitting) ve genelleme eksikli\u011fi gibi sorunlarla bo\u011fu\u015fur. Peki ya bu soruna, verileri bilin\u00e7li bir \u015fekilde kar\u0131\u015ft\u0131rarak, hatta adeta \"\u00e7amura\" bulayarak bir \u00e7\u00f6z\u00fcm bulabilece\u011fimizi s\u00f6ylesek? Mixup, i\u015fte tam da bunu vadeden, s\u0131radan g\u00f6r\u00fcnen ancak derinlemesine etkisi olan bir veri b\u00fcy\u00fctme tekni\u011fidir."}