Search Results - subject:"Classification and Regression tree"

A new approach to early warning systems for small European banks

Bräuninger, Michael; Malikkidou, Despo; Scalone, Stefano; … - 2019

This paper describes a machine learning technique to timely identify cases of individual bank financial distress. Our work represents the first attempt in the literature to develop an early warning system specifically for small European banks. We employ a machine learning technique, and build a...

Persistent link: https://www.econbiz.de/10012135978

Decision tree based model of business failure prediction for Polish companies

Durica, Marek; Frnda, Jaroslav; Svabova, Lucia - In: Oeconomia Copernicana 10 (2019) 3, pp. 453-469

Persistent link: https://www.econbiz.de/10012230402

Deep learning meets decision trees : an application of a heterogeneous deep forest approach in credit scoring for online consumer lending

Xia, Yufei; Guo, Xinyi; Li, Yinguo; He, Lingyun; Chen, … - In: Journal of forecasting 41 (2022) 8, pp. 1669-1690

Persistent link: https://www.econbiz.de/10013465738

One size fits all? : using machine learning to study heterogeneity and dominance in the determinants of early-stage entrepreneurship

Graham, Byron; Bonner, Karen - In: Journal of business research : JBR 152 (2022), pp. 42-59

Persistent link: https://www.econbiz.de/10013493955

EU-27 bank failure prediction with C5.0 decision trees and deep learning neural networks

Kristóf, Tamás; Virág, Miklós - In: Research in international business and finance 61 (2022), pp. 1-17

Persistent link: https://www.econbiz.de/10014240075

Machine learning methods based on probabilistic decision tree under the multi-valued preference environment

Zhou, Wei; Lu, Yi; Liu, Man; Zhang, Keang - In: Economic research 35 (2022) 1,1, pp. 38-59

Persistent link: https://www.econbiz.de/10014380398

Asymmetric information and blockchains in soybean commodity markets

Lakkakula, Prithviraj; Bullock, David W.; Wilson, William W. - In: Applied economic perspectives and policy 44 (2022) 1, pp. 273-298

Persistent link: https://www.econbiz.de/10013161803

Able construction : a spreadsheet activity for teaching Bayes' theorem

Wheatley, David; Bayley, Tiffany; Araghi, Mojtaba - In: Operations research forum 3 (2022) 1, pp. 1-18

Persistent link: https://www.econbiz.de/10012819337

A general view of big data and machine learning

Görçün, Özhan; Küçükönder, Hande - In: Logistics 4.0 and future of supply chains, (pp. 49-61). 2022

Persistent link: https://www.econbiz.de/10012820109

Prerationality as avoiding predictably regrettable consequences

Hammond, Peter J. - In: Revue économique : revue bimestrielle 73 (2022) 6, pp. 943-976

Persistent link: https://www.econbiz.de/10014230973