Using Label Encoder to encode target labels | Machine Learning скачать в хорошем качестве

Using Label Encoder to encode target labels | Machine Learning

In this tutorial, we'll go over label encoding using scikit-learn's LabelEncoder class. I've witnessed many people use label encoding on the input categorical features X, which is completely incorrect. LabelEncoder is solely intended for target labels in a classification task. In this video, I go over the reasoning behind why LabelEncoder should only be used for the target labels, with a coded example. 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!