Chih‐Fong Tsai

Instance selection using one‐versus‐all and one‐versus‐one decomposition approaches in multiclass classification datasets

2023 · Expert Systems

Abstract Instance is important in data analysis and mining; it filters out unrepresentative, redundant, or noisy data from a given training set to obtain effective model learning. Various instance selection algorithms are proposed in the …