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Comparative Analysis of Machine Learning Models on Loan Risk Analysis · Study

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ChapterComparative Analysis of Machine Learning Models on Loan Risk Analysis

Marada Srinivasa Rao2021

Chapter2021

Comparative Analysis of Machine Learning Models on Loan Risk Analysis

Marada Srinivasa Rao · Ch. Sekhar · Debnath Bhattacharyya

12 citations·0/0 files stored·Advances in intelligent systems and computing

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Financial Distress and Bankruptcy Prediction Banking stability, regulation, efficiency Microfinance and Financial Inclusion

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References

2003Credit rating analysis with support vector machines and neural networks: a market comparative study 2016Developing Prediction Model of Loan Risk in Banks Using Data Mining 2017Credit risk analysis using machine learning classifiers 2019Application of Machine Learning in Credit Risk Assessment: A Prelude to Smart Banking 2017Credit Risk Assessment Using Machine Learning Algorithms 2018Credit risk analysis using machine learning algorithms

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2021Credit Risk Assessment of Loan Defaulters in Commercial Banks Using Voting Classifier Ensemble Learner Machine Learning Modelarticle · 3 shared references 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parametersarticle · 1 shared reference 2010Consumer credit-risk models via machine-learning algorithmsarticle · 1 shared reference 2009Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A surveyarticle · 1 shared reference 2006Credit scoring with a data mining approach based on support vector machinesarticle · 1 shared reference 2010A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systemsarticle · 1 shared reference

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Year2021

Typechapter

Published2021-01-01

VenueAdvances in intelligent systems and computing

ISSN-L2194-5357

Languageen

Citations12

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1007/978-981-15-9516-5_7

openalex_workW3125808065

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