How complex is the microarray dataset? A novel data complexity metric for biological high-dimensional microarray data

Zhendong Sha, Li Zhu, Zijun Jiang +2

Data complexity analysis quantifies the hardness of constructing a predictive model on a given dataset. However, the effectiveness of existing data complexity measures can be chall…