Machine Learning, Data Science, Synthetic Data, Data Architecture, Data.
cases. SMOTE: Synthetic Minority Over-sampling Technique. This is useful if your dataset is incomplete or imbalance data. ADASYN: Adaptive Synthetic sampling method. Similar to SMOTE, however this method adapts to the lack of data or lack of well-known categories within data. Data Augmentation. In