Alleviating Class Imbalance in Actuarial Applications Using Generative Adversarial Networks

To build adequate predictive models, a substantial amount of data is desirable. However, when expanding to new or unexplored territories, this required level of information is rarely always available. To build such models, actuaries often have to: procure data from local providers, use limited unsui...

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Prif Awduron:	Kwanda Sydwell Ngwenduna, Rendani Mbuvha
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2021-03-01
Cyfres:	Risks
Pynciau:	actuarial science class imbalance data augmentation generative models generative adversarial network synthetic sampling
Mynediad Ar-lein:	https://www.mdpi.com/2227-9091/9/3/49
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!