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  • Search: subject:"Tree SHAP"
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Artificial intelligence 2 Künstliche Intelligenz 2 Machine learning algorithms 2 Tree SHAP 2 Algorithm 1 Algorithmus 1 Bank 1 Behavioral factors 1 Competition 1 Credit rating 1 Credit risk 1 Dual-banking system 1 Kreditrisiko 1 Kreditwürdigkeit 1 Neural networks 1 Neuronale Netze 1 Personality traits 1 Private Altersvorsorge 1 Private pension system 1 Private retirement provision 1 Theorie 1 Theory 1 Turkey 1 Türkei 1 Wettbewerb 1
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Free 2 CC license 1
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Article 2
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Article in journal 2 Aufsatz in Zeitschrift 2
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English 2
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Verberi, Can 2 Kaplan, Muhittin 1 Sugozu, Ibrahim Halil 1 Yasar, Sema 1
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Borsa Istanbul Review 2
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ECONIS (ZBW) 2
Showing 1 - 2 of 2
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The impact of personality, behavior, and geography on participation in the private pension system in Türkiye : a machine learning approach
Verberi, Can; Kaplan, Muhittin - In: Borsa Istanbul Review 25 (2025) 1, pp. 149-162
study employs data on two provinces in Türkiye, Şırnak and Istanbul, and uses XGBoost and Tree SHAP algorithms and a probit …
Persistent link: https://www.econbiz.de/10015334515
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Machine learning approaches to credit risk : evaluating Turkish participation and conventional banks
Sugozu, Ibrahim Halil; Verberi, Can; Yasar, Sema - In: Borsa Istanbul Review 25 (2025) 3, pp. 497-512
using Tree SHAP (SHapley Additive exPlanation) algorithms with swarmplots. The empirical analysis covers 33 conventional and …
Persistent link: https://www.econbiz.de/10015471249
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