search

mljar / mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
https://mljar.com
MIT License
3k stars 401 forks source link

Advanced Encodings for Categoricals #116

Closed eladmw closed 3 years ago

eladmw commented 4 years ago

Add Ability to Category Encode : include encoding with KFold too.

pplonski commented 4 years ago

I need more info.

eladmw commented 4 years ago

Using ce_encoders library to encode features to certain classes. You can use kfold to help fit and then generate features for your test set.

pplonski commented 3 years ago

In https://github.com/mljar/mljar-supervised/issues/250 the Leave-One-Out encoder was added.