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 ...

Categorical data is a type of data that can take on a limited number of values, often representing categories or labels. Examples include ... Slide 9: One-Hot Encoding in Scikit-learn In Python's ...

Missing values can impact the analysis and modeling process ... Trimming method does not suit the requirement of our dataset as it trims almost half of the dataset. Label encoding is a process of ...