Random Forest - Fun and Easy Machine Learning

2 Просмотры
Издатель
Please watch: "Precision Landing and Drone Delivery using OpenCV Course"
--~--
Want to learn why Random Forests are one of the most popular and most powerful supervised Machine Learning algorithm in Machine Learning? What this video tutorial explaining the basics of Random Forests.
⭐6-in-1 AI MEGA Course -
⭐YOLOv4 PRO Course -

------------------------------------------------------------
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite for a few months and I love it!
------------------------------------------------------------

►FREE YOLO GIFT -
►Ultimate AI-CV Webinar -

------------------------------------------------------------------------

Hey Guys, and welcome to another Fun and Easy Machine Learning Algorithm on Random Forests.

Random forest algorithm is a one of the most popular and most powerful supervised Machine Learning algorithm in Machine Learning that is capable of performing both regression and classification tasks. As the name suggest, this algorithm creates the forest with a number of decision trees.
In general, the more trees in the forest the more robust the prediction. In the same way in the random forest classifier, the higher the number of trees in the forest gives the high accuracy results.


To model multiple decision trees to create the forest you are not going to use the same method of constructing the decision with information gain or gini index approach, amongst other algorithms. If you are not aware of the concepts of decision tree classifier, Please check out my lecture here on Decision Tree CART for Machine learning. You will need to know how the decision tree classifier works before you can learn the working nature of the random forest algorithm.

------------------------------------------------------------
Support us on Patreon

Chat to us on Discord

Interact with us on Facebook

Check my latest work on Instagram

Learn Advanced Tutorials on Udemy

------------------------------------------------------------
To learn more on Artificial Intelligence, Augmented Reality IoT, Deep Learning FPGAs, Arduinos, PCB Design and Image Processing then check out


Please Like and Subscribe for more videos :)
Категория
Трендовые видео
Комментариев нет.