A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference67 articles.
1. Classifiers consensus system approach for credit scoring;Ala'raj;Knowledge-Based Systems,2016
2. A new hybrid ensemble credit scoring model based on classifiers consensus system approach;Ala'raj;Expert Systems with Applications,2016
3. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy;Altman;The Journal of Finance,1968
4. Benchmarking state-of-the-art classification algorithms for credit scoring;Baesens;Journal of the Operational Research Society,2003
5. An empirical comparison of voting classification algorithms: Bagging, boosting, and variants;Bauer;Machine Learning,1999
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