Kernel density estimation-based sampling for neural network classification

Firuz Kamalov, Ashraf Elnagar

Imbalanced data occurs in a wide range of scenarios. The skewed distribution of the target variable elicits bias in machine learning algorithms. One of the popular methods to comba…