most citedAutomated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

80 citations · 80 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 80 cited

Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov +6

The effectiveness of the machine learning methods for real-world tasks depends on the proper structure of the modeling pipeline. The proposed approach is aimed to automate the desi…