Usman Sudibyo

Separability-based Quadratic Feature Transformation to Improve Classification Performance

2023 · International Journal of Advanced Computer Science and Applications

Feature transformation is an essential part of data preprocessing to improve the predictive performance of machine learning (ML) algorithms. Box-Cox transformation with the goal of separability is proven to align with the performance improvement of …