Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning. - Xiaojun Ma; Jinglan Sha; Dehua Wang; Yuanbo Yu; Qian Yang; Xueqi Niu (Electron. Commer. Res. Appl., 2018)