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  • Kafeng Wang, Pengyang Wang, Chengzhong x...
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    Oct 29th, 2022
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    journalArticle
    Kafeng Wang, Pengyang Wang, Chengzhong x...
    Oct 29th, 2022

    Automated Feature Engineering (AFE) refers to automatically generate and select optimal feature sets for downstream tasks, which has achieved great success in real-world applications. Current AFE methods mainly focus on improving the effectiveness of the produced features, but ignoring the low-efficiency issue for large-scale deployment. Therefore, in this work, we propose a generic framework to improve the efficiency of AFE. Specifically, we construct the AFE pipeline based on reinforcement...

Last update from database: 29/10/2025, 08:15 (UTC)
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