Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph

Shuchu Han, Hao Huang, Hong Qin

The redundant features existing in high dimensional datasets always affect the performance of learning and mining algorithms. How to detect and remove them is an important research…