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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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Podrobná bibliografie
Vydáno v:Advances in Knowledge Discovery and Data Mining
Hlavní autoři: Zhang, Jianyu, Hao, Jianye, Fogelman-Soulié, Françoise
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7206177/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-47426-3_63
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