StatQuest: Random Forests in R

Опубликовано: 05 Январь 2025
на канале: StatQuest with Josh Starmer
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Random Forests are an easy to understand and easy to use machine learning technique that is surprisingly powerful. Here I show you, step by step, how to use them in R.

NOTE: There is an error at 13:26. I meant to call "as.dist()" instead of "dist()".

The code that I used in this video can be found on the StatQuest GitHub:
https://github.com/StatQuest/random_f...

If you're new to Random Forests, here's a video that covers the basics...
   • StatQuest: Random Forests Part 1 - Bu...  
... and here's a video that covers missing data and sample clustering...
   • StatQuest: Random Forests Part 2: Mis...  

For a complete index of all the StatQuest videos, check out:
https://statquest.org/video-index/

If you'd like to support StatQuest, please consider...

Support StatQuest by buying The StatQuest Illustrated Guide to Machine Learning!!!
PDF - https://statquest.gumroad.com/l/wvtmc
Paperback - https://www.amazon.com/dp/B09ZCKR4H6
Kindle eBook - https://www.amazon.com/dp/B09ZG79HXC

Patreon:   / statquest  
...or...
YouTube Membership:    / @statquest  

...a cool StatQuest t-shirt or sweatshirt:
https://shop.spreadshirt.com/statques...

...buying one or two of my songs (or go large and get a whole album!)
https://joshuastarmer.bandcamp.com/

...or just donating to StatQuest!
https://www.paypal.me/statquest

Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
  / joshuastarmer  

#statquest #randomforest #ML