Data Science, Glm, Statistics, Modeling, Machine Learning.
used this technique in one of my projects. The project was to predict Ames house price based on the data with many categorical features, for example, the basement quality, the values are ‘very bad’, ‘bad’,’neutral’,’good’,’excellent’. I found success by shortening the value range to 3 values.