Predicting Delinquency on Mortgage Loans: An Exhaustive Parametric Comparison of Machine Learning Techniques

This paper explores the potential of 19 machine learning techniques to model and forecasts the risk of delinquency on mortgage loans. These techniques include variants of artificial neural networks (ANN), ensemble classifiers, support vector machine, K-nearest neighbors, and decision trees. ensemble...

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Bibliographic Details
Main Authors: Azhar Ali, S.E., Rizvi, S.S.H., Lai, F., Faizan Ali, R., Ali Jan, A.
Format: Article
Published: University of Novi Sad 2021
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102691339&doi=10.24867%2fIJIEM-2021-1-272&partnerID=40&md5=6ad2d7eca1c90281cb5768c36e41c625
http://eprints.utp.edu.my/23739/
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