An Empirical Study on the Usage of Automated Machine Learning Tools. (arXiv:2208.13116v1 [cs.SE])

The popularity of automated machine learning (AutoML) tools in different
domains has increased over the past few years. Machine learning (ML)
practitioners use AutoML tools to automate and optimize the process of feature
engineering, model training, and hyperparameter optimization and so on. Recent
work performed qualitative studies on practitioners' experiences of using
AutoML tools and compared different AutoML tools based on their performance and
provided features, but none of the existing work studied the practices of using
AutoML tools in …

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