Benchmarking State-of-the-Art Classification Algorithms for Credit Scoring

In this paper, we study the performance of various state-of-the-art classification algorithms applied to eight real-life credit scoring data sets. Some of the data sets originate from major Benelux and UK financial institutions. Different types of classifiers are evaluated and compared. Besides the...

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Bibliographische Detailangaben
Veröffentlicht in:The Journal of the Operational Research Society. - Taylor & Francis, Ltd.. - 54(2003), 6, Seite 627-635
Weitere Verfasser: Stepanova, M.
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2003
Zugriff auf das übergeordnete Werk:The Journal of the Operational Research Society
Schlagworte:Credit scoring Classification Benchmarking Information science Economics Mathematics Biological sciences Behavioral sciences Education Business