<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.8.5">Jekyll</generator><link href="https://navnina.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://navnina.github.io/" rel="alternate" type="text/html" /><updated>2019-06-27T01:36:35+00:00</updated><id>https://navnina.github.io/feed.xml</id><title type="html">Navnina Bhatia, Ph.D.</title><subtitle>..helping machines learn.</subtitle><author><name>Navnina Bhatia</name><email>navnina.bhatia@gmail.com</email></author><entry><title type="html">What is Out of Bag (OOB) score in Random Forest</title><link href="https://navnina.github.io/outofbag/" rel="alternate" type="text/html" title="What is Out of Bag (OOB) score in Random Forest" /><published>2019-06-26T00:00:00+00:00</published><updated>2019-06-26T00:00:00+00:00</updated><id>https://navnina.github.io/outofbag</id><content type="html" xml:base="https://navnina.github.io/outofbag/">&lt;p&gt;Ever wondered what exactly is Out of Bag (OOB) score in Radom forest? How it is calculated? How is it different from the classical validation score? And where is it useful?&lt;/p&gt;

&lt;p&gt;OOB score clearly explained. Follow the link below to the full blog&lt;/p&gt;</content><author><name>Navnina Bhatia</name><email>navnina.bhatia@gmail.com</email></author><summary type="html">Ever wondered what exactly is Out of Bag (OOB) score in Radom forest? How it is calculated? How is it different from the classical validation score? And where is it useful?</summary></entry></feed>