Yang, Lijun; Zhu, Qingsheng; Huang, Jinlong; Cheng, Dongdong - In: International Journal of Cognitive Informatics and … 10 (2016) 4, pp. 59-73
Instance reduction is aimed at reducing prohibitive computational costs and the storage space for instance-based learning. The most frequently used methods include the condensation and edition approaches. Condensation method removes the patterns far from the decision boundary and do not...