(Code) Capping outliers using the IQR method | Machine Learning

Pubblicato il: 25 settembre 2020
sul canale di: Rachit Toshniwal

6,612

116

#outliers #machine #learning #iqr #capping

In this tutorial, we'll understand how to use IQR method to cap outliers in a real-life dataset.

Further reading on outliers:

https://cxl.com/blog/outliers/

https://www.theanalysisfactor.com/out...

https://humansofdata.atlan.com/2018/0...

https://statisticsbyjim.com/basics/re...

https://www.itl.nist.gov/div898/handb...

https://www.quora.com/What-are-method...

https://www.quora.com/Why-are-tree-ba...

https://heartbeat.fritz.ai/how-to-mak...

http://fmwww.bc.edu/repec/bocode/t/tr...

https://www.ctspedia.org/do/view/CTSp...

https://machinelearningmastery.com/mo...

https://datascience.stackexchange.com...

I've uploaded all the relevant code and datasets used here (and all other tutorials for that matter) on my github page which is accessible here:

Link:

https://github.com/rachittoshniwal/ma...

If you like my content, please do not forget to upvote this video and subscribe to my channel.

If you have any qualms regarding any of the content here, please feel free to comment below and I'll be happy to assist you in whatever capacity possible.

Thank you!

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