Credit Risk Models Using Machine Learning Models

Çakar, TunaAkman, Özkan2019-11-122019-11-122018Akman, Ö. (2018). Credit risk models using machine learning models, MEF Üniversitesi Fen Bilimleri Enstitüsü, İstanbul, Türkiyehttps://hdl.handle.net/20.500.11779/1157Credit scoring is an important subject in financial institutions, mainly in banks. I want to examine some machine learning techniques to find out a model that performs good in predicting or classifying the loaner person a good credit or a bad one by evaluating his/her demographic features as marital status, wealth, job seniority, monthly income and expenses.eninfo:eu-repo/semantics/openAccessCredit RankingCredit Scoring ModelsMachine LearningSupport Vector MachineDecision Tree ModelLinear Discrimant AnalysisLoan-to-Value RationSaving CapacityLogistic Regression ModelCredit Risk Models Using Machine Learning ModelsMakine öğrenmesi uygulamaları ile kredi risk modellemeMaster's Degree Project