handling imbalanced data

SMOTE in Machine Learning-In machine learning, data quality and balance play a significant role in determining the success of a model. One of the biggest challenges faced by data scientists is dealing with imbalanced datasets, which occur when some classes (usually the minority class) are heavily underrepresented compared to others. This imbalance can lead to … Read more