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Galaxy-ML: An accessible, reproducible, and scalable machine learning toolkit for biomedicine

Fig 1

Panel A: The Galaxy-ML platform provides all the tools necessary to define a learner, train it, evaluate it, and visualize its performance. Panel B is a screenshot of the Galaxy tool to create a gradient boosted classifier. Panel C shows a Galaxy workflow to create a learner using a pipeline, perform hyperparameter search, and visualize the results.

Fig 1

doi: https://doi.org/10.1371/journal.pcbi.1009014.g001