Effective Techniques for Preprocessing Imbalanced Datasets to Enhance Data Quality and Model Performance
In the realm of machine learning, one of the most pressing challenges practitioners face is dealing with imbalanced datasets. When classes are not represented equally within a dataset, it can lead to skewed predictions and ultimately compromise model perf ...