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  • Search: subject:"bagged CART"
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Subject
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SVM 2 XGBoost 2 bagged CART 2 bagged MARS 2 hotel occupancy 2 random forest 2 Algorithm 1 Algorithmus 1 Artificial intelligence 1 Forecasting model 1 Hotel industry 1 Hotellerie 1 Künstliche Intelligenz 1 Prognoseverfahren 1
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Free 2 CC license 1
Type of publication
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Article 2
Type of publication (narrower categories)
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Article 1 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 2
Author
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Kozlovskis, Konstantins 2 Lace, Natalja 2 Liu, Yuanyuan 2 Meng, Yun 2
Published in...
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Journal of Business Economics and Management (JBEM) 1 Journal of business economics and management 1
Source
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ECONIS (ZBW) 1 EconStor 1
Showing 1 - 2 of 2
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Application of machine learning algorithms to predict hotel occupancy
Kozlovskis, Konstantins; Liu, Yuanyuan; Lace, Natalja; … - In: Journal of business economics and management 24 (2023) 3, pp. 594-613
(bagged CART, bagged MARS, XGBoost, random forest, SVM) were optimized and applied for predicting occupancy. All models are … the bagged CART model showed the most relevant results (R2 > 0.50) in all periods, but the model could not beat the …
Persistent link: https://www.econbiz.de/10014420402
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Cover Image
Application of machine learning algorithms to predict hotel occupancy
Kozlovskis, Konstantins; Liu, Yuanyuan; Lace, Natalja; … - In: Journal of Business Economics and Management (JBEM) 24 (2023) 3, pp. 594-613
(bagged CART, bagged MARS, XGBoost, random forest, SVM) were optimized and applied for predicting occupancy. All models are … the bagged CART model showed the most relevant results (R2 > 0.50) in all periods, but the model could not beat the …
Persistent link: https://www.econbiz.de/10015401218
Saved in:
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