Jan 31, 2021
6 min read
How to deal with Unbalanced Dataset in Binary Classification — Part 3
Customized Loss Function with Python
In the previous articles of this series, we have been introducing some techniques to deal with the imbalance in data in binary classification tasks. Part 1 examined some resampling techniques; Part 2 focused on how to modify the algorithm by changing the threshold value.
