Improving performance of classification on incomplete data using feature selection and clustering

Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue, Lam Thu Bui

Abstract: Highlights•Examine clustering and feature selection to improve classification with missing data.•Clustering speeds up imputation for classification with missing data.•Feature selection speeds up imputation and improves classification accuracy.