Summary: Dealing with imbalanced datasets is an everyday problem. SMOTE, Synthetic Minority Oversampling TEchnique and its variants are techniques for solving this problem through oversampling that have recently become a very popular way to improve model performance. There are some problems that never go away. Imbalanced datasets is one in which the majority case greatly outweighs the minori…
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