Feature Selection using Mutual Information - Tutorial 6

During the Machine Learning Training pipeline we select the best features which we use to train the machine learning model.
In this video I explained the conceptual understanding how we can use the feature selection methods using mutual information method and Hands-on with python.
Python Notebook : github.com/atu...
#FeatureSelection #DataScience #MachineLearning

[@kanchannatekar5798]

superb explanation

[@deutschvalley3574]

Sir you are so geniuses and your way of teaching is professional person with politely and well deeply analyzing

[@AtulPatelds]

Thank you

[@HaleemaRajpoot-i1b]

Well explained

[@hansenmarc]

0:00 mutual information
6:48 information gain and mutual information
10:39 mutual information classification for feature selection in sklearn
14:07 mutual information regression for feature selection in sklearn

[@tutorialoke3562]

can mutual information be processed using rapidminer? and naiv bayes

[@vigneshnagaraj7137]

Once again wow. Can you make vedio related to crammers v test using python which is an extension to chisquare categorical feature selection.Please do it for both goodness of fit and test of independence.Also please say which is best for categorical feature selection . Is it crammer v or mutual information

[@AtulPatelds]

Sure will make on this

[@ice-skully2651]

Thank you sir for the kind effort, I have a question, when we say select kbest mutual information features, is it the mutual information between the feature and the target variable ?

[@deutschvalley3574]

Sir kindly make videos on Garch and Arch model with real datasets

[@AtulPatelds]

Thank you very much for liking the video.
Sure will work on your request but cannot make any commitment by when I will be able to publish this. These days I am very busy in my official work.

[@deutschvalley3574]

@@AtulPatelds thank alot sir really appreciated.