Profit scoring for credit unions using the multilayer perceptron, XGBoost and TabNet algorithms: Evidence from Peru

Author:

Asencios Rodrigo,Asencios Christian,Ramos Efrain

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference47 articles.

1. TabNet: Attentive Interpretable Tabular Learning;Arik;Proceedings of the AAAI Conference on Artificial Intelligence,2021

2. Neural network survival analysis for personal loan data;Baesens;Journal of the Operational Research Society,2005

3. Wide and deep learning for peer-to-peer lending;Bastani;Expert Systems with Applications,2019

4. Credit scoring models for the microfinance industry using neural networks: Evidence from Peru;Blanco;Expert Systems with Applications,2013

5. Optimized algorithm for Credit Scoring;Chacko;International Journal of Advanced Trends in Computer Science and Engineering,2020

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