Interpretable machine learning for demand modeling with high-dimensional data using Gradient Boosting Machines and Shapley values
Evgeny A. Antipov, Elena B. Pokryshevskaya
| Year of publication: |
2020
|
|---|---|
| Authors: | Antipov, Evgeny A. ; Pokryshevskaya, Elena B. |
| Published in: |
Journal of revenue and pricing management. - Basingstoke : Palgrave Macmillan, ISSN 1476-6930, ZDB-ID 2114191-5. - Vol. 19.2020, 5, p. 355-364
|
| Subject: | Sales forecasting | Shapley value | Interpretable machine learning | Random forest | Gradient Boosting Machines | Elastic net | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Theorie | Theory | Shapley-Wert |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1057/s41272-020-00236-4 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012297970