How to Encode Categorical Features With Many Categories?
blog.dailydoseofds.com
We often encode categorical columns with one-hot encoding. But the feature matrix becomes sparse and unmanageable with many categories. The category-encoders library provides a suite of encoders specifically for categorical variables. This makes it effortless to experiment with various encoding techniques.
How to Encode Categorical Features With Many Categories?
How to Encode Categorical Features With Many…
How to Encode Categorical Features With Many Categories?
We often encode categorical columns with one-hot encoding. But the feature matrix becomes sparse and unmanageable with many categories. The category-encoders library provides a suite of encoders specifically for categorical variables. This makes it effortless to experiment with various encoding techniques.