Belal Al Droubi
This is a Tutorial on the amazing Cubist Algorithm by Max Kuhn et al.
The Cubist Algorithm creates a model tree, which is a hybrid tree that combines Decision Trees with Linear Regression, and therefore can produce a more robust model with greater preditive accuracy
==== Video Contents ==============
0:00 – Intro
1:25 – getting started
2:08 – exploring our data
7:20 – shape of data matters
12:01 – Linear Regression
18:12 – Cubist Model Tree
26:40 – Explaining the Intuition behind Model Trees
==== Code and material on GitHub ==========
https://github.com/BelalAlDroubi/Cubist-Model-Tree-Demonstation-in-R
** Linear Regression Explained **
https://www.youtube.com/watch?v=zPG4NjIkCjc
** Decision Trees Explained **
https://www.youtube.com/watch?v=DCZ3tsQIoGU
** Machine Learning with R (Book) **
https://www.amazon.com/Machine-Learning-techniques-predictive-modeling/dp/1788295862
Belal Al Droubi
Source
This is a Tutorial on the amazing Cubist Algorithm by Max Kuhn et al.
The Cubist Algorithm creates a model tree, which is a hybrid tree that combines Decision Trees with Linear Regression, and therefore can produce a more robust model with greater preditive accuracy
== Code and material on GitHub ======
https://github.com/BelalAlDroubi/Cubist-Model-Tree-Demonstation-in-R
** Linear Regression Explained **
https://www.youtube.com/watch?v=zPG4N…
** Decision Trees Explained **
https://www.youtube.com/watch?v=DCZ3t…
** Machine Learning with R Book **
https://www.amazon.com/Machine-Learni...
Nicely explained !
Thanks for putting this together. Very helpful.
Thank you so much!
Hi! Is there some way to plot the model tree? thank you
بصرف النظر عن محتوى الفيديو القيِِّم و أسلوبك الرائع و الذي يستوجب كل الإحترام و التقدير لك 💐💐
الخلفية الي حاطتها شغلة و هي خلتني علقلك بصراحة 😂👏
بس فعلاً مجهود عظيم انك تنشر مادة علمية بالانجليزي ما شاء الله عليك و أرجوا لك مزيد من التقدم و الإزدهار Respect to you from my heart 👏❤🔥
What does this phrase mean?لا تعالج الفالج؟
Can you make more of these?
لا تعالج الفالج