72 results about "Class imbalance" patented technology

Class imbalance is the fact that the classes are not represented equally in a classification problem, which is quite common in practice. For instance, fraud detection, prediction of rare adverse drug reactions and prediction gene families (e.g. Kinase, GPCR). Failure to account for the class imbalance often causes...