Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution

EvoApplications, pp. 530-545, 2020.

Cited by: 0|Bibtex|Views9|DOI:https://doi.org/10.1007/978-3-030-43722-0_34
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

The deployment of Machine Learning (ML) models is a difficult and time-consuming job that comprises a series of sequential and correlated tasks that go from the data pre-processing, and the design and extraction of features, to the choice of the ML algorithm and its parameterisation. The task is even more challenging considering that th...More

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