Search Results - subject:"Gradient Boosting"

A comparison of different rules on loans evaluation in peer-to-peer lending by gradient boosting models under moving windows with two timestamps

Zhou, Ligang; Ma, Chao - In: Computational economics 62 (2023) 4, pp. 1481-1504

Persistent link: https://www.econbiz.de/10014437382

Exploring drivers of staff engagement in healthcare organizations using tree-based machine learning algorithms

Al-Nammari, Ragheb; Simsekler, Mecit Can Emre; Gabor, … - In: IEEE transactions on engineering management : EM 70 (2023) 8, pp. 2988-2997

Persistent link: https://www.econbiz.de/10014364805

A high-dimensional approach to predicting audit opinions

Saeedi, Ali - In: Applied economics 55 (2023) 33, pp. 3807-3832

Persistent link: https://www.econbiz.de/10014299226

Integrating operational and human factors to predict daily productivity of warehouse employees using extreme gradient boosting

Falkenberg, Sven F.; Spinler, Stefan - In: International journal of production research 61 (2023) 24, pp. 8654-8673

: warehouse, operator, shift and product. We demonstrate that Extreme Gradient Boosting, using these variables may reduce the root … Moving Averages; EGB: Extreme Gradient Boosting; GB: Gradient Boosting; LSP: Logistics Service Provider; MAE: Mean Absolute …

Persistent link: https://www.econbiz.de/10014454501

Predicting stock splits using ensemble machine learning and SMOTE oversampling

Li, Ang; Liu, Mark H.; Sheather, Simon J. - In: Pacific-Basin finance journal 78 (2023), pp. 1-24

Persistent link: https://www.econbiz.de/10014463767

Boosting cost-complexity pruned trees on Tweedie responses : the ABT machine for insurance ratemaking

Huyghe, Julie; Trufin, Julien; Denuit, Michel - In: Scandinavian actuarial journal 2024 (2024) 5, pp. 417-439

Persistent link: https://www.econbiz.de/10014520566

An explained extreme gradient boosting approach for identifying the time-varying determinants of sovereign risk

Giraldo, Carlos; Giraldo, Iader; Gómez González, … - In: Finance research letters 57 (2023), pp. 1-13

Persistent link: https://www.econbiz.de/10014526675

Decomposing USDA ending stocks forecast errors

Goyal, Raghav; Adjemian, Michael K.; Glauber, Joseph W.; … - In: Journal of agricultural and resource economics : JARE ; … 48 (2023) 2, pp. 260-276

Persistent link: https://www.econbiz.de/10014328136

Financial risk assessment in shipping : a holistic machine learning based methodology

Clintworth, Mark; Lyridis, Dimitrios; Boulougouris, … - In: Maritime economics & logistics 25 (2023) 1, pp. 90-121

Persistent link: https://www.econbiz.de/10014251388

Hospitality order cancellation prediction from a profit-driven perspective

Liu, Zhenkun; Jiang, Ping; Wang, Jianzhou; Du, Zhiyuan; … - In: International journal of contemporary hospitality management 35 (2023) 6, pp. 2084-2112

Persistent link: https://www.econbiz.de/10014280927