In this project, I'm performing feature engioneerig on categorical and nominal data to encode them for classification.
The data is masked bio data. I have applied various classification algorithms and compared F1 score, precision, and recall for them. Further I have approached the problem of imbalanced data using SMOTE and other oversampling techniques.
Cited as:
@article{zakershahrak2021,
title="Advanced classification techniques for imbalanced data",
author="Mehrdad Zakershahrak",
journal="https://github.com/mehrdadzakershahrak",
year="2021",
url = "https://github.com/mehrdadzakershahrak/Advanced-Classification-Techniques.git"
}