How do I select features for Machine Learning?
175.6 هزار بار بازدید -
6 سال پیش
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Selecting the "best" features for
Selecting the "best" features for your Machine Learning model will result in a better performing, easier to understand, and faster running model. But how do you know which features to select?
In this video, I'll discuss 7 feature selection tactics used by the pros that you can apply to your own model. At the end, I'll give you my top 3 tips for effective feature selection.
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Patreon: dataschool
=== RELATED RESOURCES ===
Dimensionality reduction presentation: Vishal Patel | A Practical Guide to D...
Feature selection in scikit-learn: http://scikit-learn.org/stable/module...
Sequential Feature Selector from mlxtend: http://rasbt.github.io/mlxtend/user_g...
== WANT TO GET BETTER AT MACHINE LEARNING? ==
1) WATCH my scikit-learn video series: Machine learning in Python with sciki...
2) SUBSCRIBE for more videos: https://www.youtube.com/dataschool?su...
3) ENROLL in my Machine Learning course: https://www.dataschool.io/learn/
4) LET'S CONNECT!
- Newsletter: https://www.dataschool.io/subscribe/
- Twitter: Twitter: justmarkham
- Facebook: Facebook: DataScienceSchool
- LinkedIn: LinkedIn: justmarkham
In this video, I'll discuss 7 feature selection tactics used by the pros that you can apply to your own model. At the end, I'll give you my top 3 tips for effective feature selection.
WANT TO JOIN MY NEXT WEBCAST? Become a member ($5/month):
Patreon: dataschool
=== RELATED RESOURCES ===
Dimensionality reduction presentation: Vishal Patel | A Practical Guide to D...
Feature selection in scikit-learn: http://scikit-learn.org/stable/module...
Sequential Feature Selector from mlxtend: http://rasbt.github.io/mlxtend/user_g...
== WANT TO GET BETTER AT MACHINE LEARNING? ==
1) WATCH my scikit-learn video series: Machine learning in Python with sciki...
2) SUBSCRIBE for more videos: https://www.youtube.com/dataschool?su...
3) ENROLL in my Machine Learning course: https://www.dataschool.io/learn/
4) LET'S CONNECT!
- Newsletter: https://www.dataschool.io/subscribe/
- Twitter: Twitter: justmarkham
- Facebook: Facebook: DataScienceSchool
- LinkedIn: LinkedIn: justmarkham
6 سال پیش
در تاریخ 1397/08/22 منتشر شده
است.
175,622
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