Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
for that category. In the case of a classification problem with a binary target, target encoding will map the category to the positive event probability of that category. Unlike one-hot encoding, this technique has the advantage of not increasing the number of features. A downside of this technique