Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
fraudulent activity. There could be thousands of such merchants, each with a different risk of fraudulent transactions. Applying one-hot encoding to a feature containing merchant names may introduce thousands of new features, which is undesirable. In such cases, target encoding can help capture the