Imbalanced credit risk evaluation based on multiple sampling, multiple kernel fuzzy self-organizing map and local accuracy ensemble
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Software
Reference52 articles.
1. Statistical classification methods in consumer credit scoring: a review;Hand;J. R. Stat. Soc.,1997
2. A DBN-based resampling SVM ensemble learning paradigm for credit classification with imbalanced data;Yu;Appl. Soft Comput.,2018
3. An ensemble-based model for two-class imbalanced financial problem;Liao;Econ. Model.,2014
4. Class-imbalanced dynamic financial distress prediction based on adaboost-SVM ensemble combined with SMOTE and time weighting;Sun;Inf. Fusion,2020
5. A comparison of ratios of successful industrial enterprises with those of failed firms;Fitzpartrick;Certif. Publ. Account.,1932
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