parthkl021 opened a new issue, #19:
URL: https://github.com/apache/fineract-credit-scorecard/issues/19

   In the file 
[model_notebook.ipynb](https://github.com/apache/fineract-credit-scorecard/blob/develop/ml/model_notebook.ipynb)
 all the columns have been categorically encoded, though I believe some of them 
should have been one-hot encoded.
   
   **Sex**: 'male' and 'female' are nominal categories with no intrinsic order.
   **Housing**: Categories like 'own', 'free', etc., are nominal and do not 
imply an order.
   **Saving accounts**: There is a perceived order in terms of the amount, but 
the same has not been used.
   **Checking account**: There is a perceived order in terms of the amount, but 
the same has not been used.
   **Purpose**: 'radio/TV', 'education', 'furniture/equipment', which are 
nominal categories with no inherent order.
   
   Can someone please look into it and if possible assign it to me.


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