Introduction to kNN: k Nearest Neighbors Classification and Regression in Python Using scikit-learn
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4 سال پیش
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Introduction to kNN: k Nearest
Introduction to kNN: k Nearest Neighbors Classification and Regression in Python using sklearn with 10 fold cross validation
Hi there! I'm a Machine Learning PhD student based in Ireland. I am studying case-based reasoning and recommender systems techniques in sports science and marathon running. I mentioned how I actually use kNN a lot for implementing CBR since we can use the nearest neighbors as the cases retrieved from our case-base and use them to find a solution for our new case. This video provides a very basic introduction to k Nearest Neighbors which may not be too useful for people who are very familiar with machine learning. But a lot of people who watch my channel are not. I give examples of kNN classification and regression using sklearn, and I explain and use cross-validation. Next time I will be explaining how feature extraction and rigorous evaluation can be achieved for these types of algorithms. If you are interested, be sure to subscribe! I am posting 1-2 videos per week about ML/RecSys and the rest of my content is more general PhD.
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Hi there! I'm a Machine Learning PhD student based in Ireland. I am studying case-based reasoning and recommender systems techniques in sports science and marathon running. I mentioned how I actually use kNN a lot for implementing CBR since we can use the nearest neighbors as the cases retrieved from our case-base and use them to find a solution for our new case. This video provides a very basic introduction to k Nearest Neighbors which may not be too useful for people who are very familiar with machine learning. But a lot of people who watch my channel are not. I give examples of kNN classification and regression using sklearn, and I explain and use cross-validation. Next time I will be explaining how feature extraction and rigorous evaluation can be achieved for these types of algorithms. If you are interested, be sure to subscribe! I am posting 1-2 videos per week about ML/RecSys and the rest of my content is more general PhD.
Python Notebook available for download here: https://drive.google.com/drive/folder...
Purchase my PhD Student and Productivity Notion Templates https://store.phdandproductivity.com
Try the Notion template before you buy: https://www.notion.so/PhD-Planning-VI...
Join my email list for regular PhD and Productivity advice and a 10% discount on my Products: https://www.phdandproductivity.com/
Support My Channel: If you would like my content and want to support my channel and get access to exclusive content, then join the channel membership here, starting from €1.99 a month: @phdandproductivity
Connect with Me
Instagram: Instagram: phdandproductivity
Twitter: Twitter: phdproductivity
For business enquiries only: [email protected]
Shop my Favourites for Working from Home and Productivity: https://www.amazon.co.uk/shop/ciaraxf...
Check out my Startup Daysier
website:
Instagram: Instagram: daysier.co
** Disclaimer ** Some of the links are affiliate links meaning that if you make a purchase using the link, I earn a small commission with no extra charge to you. If you do decide to use one of these links then thank you for you support. ******
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4 سال پیش
در تاریخ 1399/02/15 منتشر شده
است.
17,500
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