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The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients

Expert Systems with Applications · 2008 · Vol. 36(2) · pp. 2473–2480
I‐Cheng YehChe-Hui Lien
Financial Distress and Bankruptcy PredictionImbalanced Data Classification TechniquesData Mining Algorithms and ApplicationsProbability of defaultComputer scienceArtificial neural networkLinear regressionData miningCredit cardRegressionRegression analysisArtificial intelligenceCredit risk
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References
Benchmarking state-of-the-art classification algorithms for credit scoring
Journal of the Operational Research Society · 2003 · 866 citations
Statistical pattern recognition: a review
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 6,719 citations
Data mining: concepts and techniques
Choice Reviews Online · 2012 · 28,852 citations
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