Essays about: "Qionglin Shan"

Found 1 essay containing the words Qionglin Shan.

  1. 1. Credit risk analysis with machine learning techniques in peer-to-peer lending market

    University essay from Stockholms universitet/Företagsekonomiska institutionen

    Author : Mikael Nilsson; Qionglin Shan; [2018]
    Keywords : ;

    Abstract : After the sub-prime mortgage crisis of 2007 and global crisis of 2008, credit risk analysis has becomes more important than ever before. This paper conducts the credit risk analysis and compares classification performances among different algorithms (logistic regression, support vector machine, decision tree, multilayer perception, probabilistic neural network, Deep Learning) by using a large peer-to-peer lending dataset composed of a million observations. READ MORE