As machine learning algorithms most often accept only numerical inputs, it is important to encode the categorical variables into some specific numerical values. In this article, we compare the label ...

No Worries! Rare-Label-One-Hot Encoder Python Package is there to rescue you out! It's a Categorical Encoder which can be mostly used with Classical Machine Learning Algorithms in-order to ...

Why Is Encoding Categorical Data Important? Categorical data refers to variables that contain label values rather than numeric values. Machine learning algorithms, on the other hand, mainly ...

LabelEncoder_OneHotEncoder_Example This code illustrates a very intuitive and clear understanding of how LabelEncoder and OneHotEncoder works. The intermediate outputs will make everything clear about ...