2023
DOI: 10.47852/bonviewjcce3202720
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A Survey on Recent Advancements in Auto-Machine Learning with a Focus on Feature Engineering

Abstract: A study on the recent trends and progress in the area of Automated Machine Learning (AutoML) is done in detail in this paper. AutoML deals with the end-to-end automation of various steps in a machine-learning pipeline. Some of the steps include feature selection, feature engineering, neural architecture search, hyperparameter optimization, and model selection. The time and the specialized skill set required to perform these tasks may be reduced to some extent with the help of automating all or some of these st… Show more

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