Machine learning with high-cardinality categorical features in actuarial applications
Benjamin Avanzi, Greg Taylor, Melantha Wang and Bernard Wong
| Year of publication: |
2024
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|---|---|
| Authors: | Avanzi, Benjamin ; Taylor, Greg ; Wang, Melantha ; Wong, Bernard |
| Published in: |
ASTIN bulletin : the journal of the International Actuarial Association. - Cambridge : Cambridge Univ. Press, ISSN 1783-1350, ZDB-ID 2148228-7. - Vol. 54.2024, 2, p. 213-238
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| Subject: | Categorical embedding | Categorical features | Generalised linear mixed models | Insurance analytics | Neural networks | Random effects | Variational inference | Neuronale Netze | Künstliche Intelligenz | Artificial intelligence | Theorie | Theory | Konsumentenverhalten | Consumer behaviour |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1017/asb.2024.7 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015055285