Random Search is better, but there is one caveat
Автор: probabl
Загружено: 2024-03-14
Просмотров: 1645
Описание:
In the previous video we discussed GridSearch and how to speed it up with a cache. This technique is great, but you might prefer to use a random search instead. We'll dive into this topic in this video to explain why there are good reasons to consider doing a random search, but there is also one caveat that we need to discuss.
00:00 Why random search.
03:29 Diving into code
08:03 Comparing Results
10:46 Important caveat
To learn more about random search in scikit-learn, check the documentation:
https://scikit-learn.org/stable/modul...
The code for all of our videos can be found on this Github repository:
https://github.com/probabl-ai/youtube...
The code for this specific episode can be found here:
https://github.com/probabl-ai/youtube...
This whiteboard video is part of the open efforts over at probabl. To learn more you can check out website or reach out to us on social media.
Website: https://probabl.ai/
LinkedIn: / probabl
Twitter: https://x.com/probabl_ai
We also host a podcast called Sample Space, which you can find on your favourite podcast player. All the links can be found here:
https://rss.com/podcasts/sample-space/
If you're keen to see more videos like this, you can follow us over at @probabl_ai.
#probabl
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