SMOTE-ENC: A novel SMOTE-based method to generate synthetic data for nominal and continuous features

Mimi Mukherjee, Matloob Khushi

Real world datasets are heavily skewed where some classes are significantly outnumbered by the other classes. In these situations, machine learning algorithms fail to achieve subst…