do you know Utility-based regression UBR code only in python, not R?

[Sandy4321]

great code thanks

1
do you know Utility-based regression UBR code only in python, not R?
2
why you did not used this
https://cran.r-project.org/web/packages/UBL/UBL.pdf

Package ‘UBL’
July 13, 2017
Type Package
Title An Implementation of Re-Sampling Approaches to Utility-Based
Learning for Both Classification and Regression Tasks
Description
Provides a set of functions that can be used to obtain better predictive performance on costsensitive and cost/benefits tasks (for both regression and classification). This includes resampling approaches that modify the original data set biasing it towards the user preferences.

[hiyamgh]

Hello @Sandy4321 , thanks for the comment.

We were actually interested in SMOGN (Utility Based Regression), which internally uses UBL.

For more infor about SMOGN, see this repository for branco et al: https://github.com/paobranco/SMOGN-LIDTA17. It also accounts for data resampling techniques, and since our problem is a regression problem, then UBR (utility based regression) is the best option.

[hiyamgh]

The repo linked above is originally in R, we made appropriate codes in python so we could be consistent with what we use.