Search Results - subject:"Gradient Boosting"

A generalized linear model and machine learning approach for predicting the frequency and severity of cargo insurance in Thailand's border trade context

Praiya Panjee; Sataporn Amornsawadwatana - In: Risks : open access journal 12 (2024) 2, pp. 1-33

to comprehensively assess predictive performance. For frequency prediction, extreme gradient boosting (XGBoost …) demonstrates the lowest MAE, indicating higher accuracy compared to gradient boosting machines (GBMs) and a generalized linear … magnitudes compared to gradient boosting machines (GBMs) and a generalized linear model (Poisson). Conversely, the generalized …

Persistent link: https://www.econbiz.de/10014497395

Dynamic price transmission from SHFE to Thai rubber markets : a cointegration-ECM and machine-learning analysis

Pinitjitsamut, Montchai - In: Economies : open access journal 14 (2026) 1, pp. 1-16

chain, where export-price increases are passed through more rapidly than decreases. An ECM-constrained gradient boosting …

Persistent link: https://www.econbiz.de/10015625826

Innovation, crude oil prices, fossil fuel energy consumption and climate sustainability in Egypt : using the gradient boosting machine learning algorithm

Selmeya, Mousa Gowfal; Kammoun, Ali Abdelbasset; … - In: International Journal of Energy Economics and Policy : IJEEP 16 (2026) 1, pp. 954-964

Persistent link: https://www.econbiz.de/10015617367

A meta-learning based stacked regression approach for customer lifetime value prediction

Gadgil, Karan; Gill, Sukhpal Singh; Abdelmoniem, Ahmed M. - In: Journal of economy and technology 1 (2023), pp. 197-207

Companies across the globe are keen on targeting potential high-value customers in an attempt to expand revenue, and this could be achieved only by understanding the customers more. Customer lifetime value (CLV) is the total monetary value of transactions or purchases made by a customer with the...

Persistent link: https://www.econbiz.de/10014555514