Sectorial Analysis Impact on the Development of Credit Scoring Machine Learning Models

Author:

El-Qadi Ayoub1,Trocan Maria2,Frossard Thomas3,Díaz-Rodríguez Natalia4

Affiliation:

1. Sorbonne University, Paris, France

2. Institut Supérieur d'Électronique de Paris, Issy-les-Moulineaux, France

3. Tinubu Square, Issy-les-Moulineaux, France

4. University of Granada (CITIC-UGR), Granada, Spain

Funder

Juan de la Cierva Incorporacion

Publisher

ACM

Reference19 articles.

1. Trade finance for SMEs in the digital era

2. Credit Growth and the Financial Crisis: A New Narrative

3. FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY

4. Classical Machine Learning Methods in Economics Research: Macro and Micro Level Examples

5. James Bergstra , Daniel Yamins , and David Cox . 2013 . Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures . In Proceedings of the 30th International Conference on Machine Learning (Proceedings of Machine Learning Research , Vol. 28), Sanjoy Dasgupta and David McAllester (Eds.). PMLR, Atlanta, Georgia, USA, 115-- 123 . https://proceedings.mlr.press/v28/bergstra13.html James Bergstra, Daniel Yamins, and David Cox. 2013. Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures. In Proceedings of the 30th International Conference on Machine Learning (Proceedings of Machine Learning Research, Vol. 28), Sanjoy Dasgupta and David McAllester (Eds.). PMLR, Atlanta, Georgia, USA, 115--123. https://proceedings.mlr.press/v28/bergstra13.html

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