Smarter Classification for Imbalanced Data Set and Its Application to Patent Evaluation

Abstract

… Data imbalance causes inconsistent classification. Inconsistency here refers to the issue … Second, imbalanced data set also results in rule imbalance problem. Rule imbalance refers to … a smarter boosting method for the imbalanced data set which contains inconsistency and rule …