Visual Guide to Decision Trees
Ғылым және технология
Decision Trees are Machine Learning Models that are very good at predicting US State Voting Patterns, i.e. whether a state is red or blue. We'll do this using only three variables! Learn how you can make a model that can do this in this animated visual explanation of decision trees.
Colab Link to try it yourself: colab.research.google.com/dri...
Пікірлер: 51
Explanation is crystal clear and the visuals are just cherry on top!
@Econoscent
3 жыл бұрын
Thank you so much!
As a visual and auditory learner, this was absolutely perfect for me. Thank you!
@Econoscent
Жыл бұрын
Wonderful!
Absolutely luv the colorful tree graphic - an true art!
@Econoscent
2 жыл бұрын
Thank you so much 😀
The video is very concise and animation is also super good. This makes really great video for refreshing the ML algorithms. Thanks for your effort.
@Econoscent
3 жыл бұрын
Glad it was helpful!
I can't explain how clear and helpful this was. Thank you!
@Econoscent
Жыл бұрын
You're very welcome!
Almost tripped sawing the clip of tree splitting 😭🛐
Great intro, well explained and awesome visuals.
@Econoscent
3 жыл бұрын
Thank you! Please check out other videos in the ML 101 series and stay tuned for more! 😊
Great Explanation 👌👌
You just saved my education path. Thank you so much.
@Econoscent
2 жыл бұрын
So glad to hear that!
nice , simple and short, Well done!
@Econoscent
4 ай бұрын
Thank you!
Simple and good Clear and beautiful. Thanks..
@Econoscent
2 жыл бұрын
You are welcome 😊
awesome! May i know how do get the accuracy of 80%?
very informational, learned a lot, thanks a lot.
@Econoscent
4 ай бұрын
You're welcome!
Thank you for such great content
@Econoscent
3 жыл бұрын
Thanks a lot! Do subscribe for more!
At 5:00, why do you split only the false outputs of the second layer? Is this to reduce complexity like mentioned later?
@Econoscent
2 жыл бұрын
It's because the other branch is pure. So you can't really split further
Very nicely explained!
@Econoscent
2 жыл бұрын
Glad it was helpful!
What software did you use to make these animations? They are excellent!
@Econoscent
4 ай бұрын
After Effects. Thank you!
WHAT A GREAT VIDEO THANK YOU BRILLIANT
@Econoscent
2 жыл бұрын
Thank you!
What's the optimal way of selecting a quartile threshold when conditioning the split of continuous variables? as in why did you choose the median as a threshold? is it something arbitrary? Great video btw.
@ikersanchez8222
25 күн бұрын
Mr. ChatGPT told me it's common to calculate the mean of every pair of contiguous values in each continuous variable's scale. Each mean is considered a potential threshold for splitting the data. Apply the Gini formula (or another impurity criterion) to each split, and select the one that results in the purest nodes. That's your optimal threshold.
definition of epic
@Econoscent
3 жыл бұрын
Thanks a lot! This gives us more motivation to make videos!
Crisp, neat and perfecto
@Econoscent
3 жыл бұрын
Thanks a lot!
perfect
Wow, thank you!
@Econoscent
3 жыл бұрын
Thanks for watching!
i love you ❤❤❤❤ thank you very much
@Econoscent
4 ай бұрын
You're welcome 😊
Thank you!
@Econoscent
4 ай бұрын
You're welcome!
Best explanation
@Econoscent
2 жыл бұрын
Glad you think so!
Nice!
@Econoscent
3 жыл бұрын
Thank you! Please check out other videos in the ML 101 series and stay tuned for more! 😊
Almost tripped sawing the clip of tree splitting 😭🛐