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Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Learning

Feature Engineering (FE) is one of the most beneficial, yet most difficult and time-consuming tasks of machine learning projects, and requires strong expert knowledge. It is thus significant to design generalized ways to perform FE. The primary difficulties arise from the multiform information to co...

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Detalles Bibliográficos
Autores principales: Zhang, Jianyu, Hao, Jianye, Fogelman-Soulié, Françoise
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206177/
http://dx.doi.org/10.1007/978-3-030-47426-3_63