Which method is used for encoding the categorical variables?

There are several methods to encode categorical variables in machine learning. The three most common methods are:

• Integer Encoding: Each unique label is mapped to an integer.
• One Hot Encoding: Each label is mapped to a binary vector.
• Learned Embedding: A distributed representation of the categories is learned.