SMOTE is a resampling method used in binary classification/regression. It oversamples the minority class by interpolating between 2 data points. Two data points are considered. The first one is a key point and the other is taken using the K nearest neighbor. The interpolated point is calculated using the different and the gap as shown … Continue reading Oversampling using SMOTE