#Feature Engineering Articles



SMOTE (Synthetic Minority Oversampling Technique)

Several machine learning classification techniques tend to perform poorly on datasets where the target class (the minority class) represents a small fraction of the overall data. However, sometimes it is the minority class that we are interested in. Examples include medical applications in which we try to predict the occurrence …