Gaussian noise up-sampling is better suited than SMOTE and ADASYN for clinical decision making

Clinical data sets have very special properties and suffer from many caveats in machine learning. They typically show a high-class imbalance, have a small number of samples and a large number of parameters, an...
Source: BioData Mining - Category: Bioinformatics Authors: Tags: Short report Source Type: research