Python for Machine Learning - Part 27 - Detecting Outliers using Elliptic Envelope

[@jasmeengujral1182]

Amazing explanation :) One of the bestest I have come across on this topic...

[@technologyCult]

Thankyou Jasmeen 🙂

[@bloomingtonvolleyball639]

I appreciate all your effort. It would have been even much better if your explanation is a bit more organized.

[@technologyCult]

Really appreciate your feedback

[@satyavasista547]

after detecting the outliers , how will we handle outliers in sklearn

[@technologyCult]

Once you detect outliers then it depends on your requirement. 1. we can drop those records detected as outliers. 2 we also also apply log/sqrt/cube rt depending on the data and its column.

[@ANILKUMAR-qd8lx]

If you detected outliers remove means some sample loss any alternative solution Please can you explain

[@Inderzeet]

Please explain how the elliptic envelope fitted mathematically.

[@technologyCult]

yes sure

[@subhampatwa5644]

it will be better if u give the link to download dataset

[@technologyCult]

Hi Subham, Please find the github link for the dataset you have requested. github.com/technologycult/PythonForMachineLearning/tree/master/Part27

[@ANILKUMAR-qd8lx]

Please can you explain Ellipticenvlope detect outliers replacewith mean or mode Please can you explain that program

[@stalkingpanda2]

Great! Thanks

[@technologyCult]

You are welcome :)

[@jaoblx6009]

it's not clear also you didn't plot the result can you make a whole tuto from A to Z please

[@technologyCult]

Hi,Thankyou for going through the video, you can change the resolution and it will be visible clearly. Also I am already working on your request.

[@jaoblx6009]

MachineLearning with Python thank you for your care this is priceless when said that it’s not clear I mean that you made a quick overview and elliptic envelope according to SKL there is a lot to do with 😊😊😊 all what I want is just to use your csv and to plot the results

[@jaoblx6009]

currently am working on my graduaion project and it include this part really need helpppppp please

[@technologyCult]

Hi .. Please send me mail @ [e-mail] with your requirements (what exactly your are looking at).

[@dhananjaykansal8097]

Video was great but you didn’t explain anything sir.

[@technologyCult]

I am planning to come up with detailed series on elliptic envelope.